2025 TECH SALARY+SKILLS PAY SURVEY REPORT CONTENTS

• VP, Corporate Applications
• VP, Business Unit Applications
• Director, Business Applications Development
• Manager, Business Applications Development
• Senior Business Applications Developer
• Business Applications Developer
• Lead Java Developer
• Sr. Java Developer
• Java Developer
• Associate Java Developer
• Manager, .NET Developer
• Sr. .NET Developer
• .NET Developer
• Associate .NET Developer
• Sr. Web Developer
• Web Developer
• Manager, Mobile Applications Development
• Lead Mobile Applications Developer
• Sr. Mobile Applications Developer
• Mobile Applications Developer
• Sr. Cloud Developer
• Cloud Developer
• Sr. ABAP Developer
• ABAP Developer
• Associate ABAP Developer
• Sr. Data Warehouse/BI Developer
• Data Warehouse/BI Developer
• Sr. E-Commerce Programmer
• E-Commerce Programmer
• Notes Developer/Programmer

• Tier 1 U.S. Cities (see list)
• Tier 2 U.S. Cities (see list)
• All U.S. Cities (see list)

• Active Server Pages
• ActiveX
• Adobe Experience Manager
• Agile Software Development
• AI Chatbot
• AJAX
• Amazon Cloudwatch
• Amazon Kinesis
• Amazon Sagemake(ML)
• Amazon Web Services (EC2, S3, ASW, et. al.)
• Amazon Web Services CDK
• AngularJS
• Apache Airflow
• Apache Ant
• Apache Camel
• Apache Cassandra
• Apache Cloudstack
• Apache Cordova
• Apache Flex
• Apache Hadoop
• Apache Hive
• Apache Lucene
• Apache Maven  
• Apache Pig
• Apache Solr
• Apache Spark
• Apache Struts/ Struts2
• Apache Tomcat
• Apache Velocity
• Apache web server
• Apache Wicket
• Apache Zookeeper
• Apex Code
• Appium
• Automated Testing
• AWS CloudFormation
• AWS CloudFront/CloudFront Functions
• AWS CodeDeploy
• AWS Lambda
• Backbone.js
• Bamboo
• Behavior-Driven Development
• Bitbucket
• Boost C++
• Business Objects
• Business performance management software/systems
• C
• C#
• C++/CLI
• CGI
• CA PPM (Clarity PPM)
• Cerner Millennium
• CGI
• ChatGPT
• Chef/Opscode
• Clojure
• Cloudera software
• Cloud Foundry PaaS
• Cobol
• Cognos
• Confluence
• CSS/CSS3
• Cucumber
• Delphi
• Docker/Docker Swarm
• Drupal
• Eclipse
• Elixir
• Ember.js
• Epic Systems applications
• Erlang
• Ethereum
• F#
• Front End Development
• Full Stack Development
• GatsbyJS
• Git/GitHub
• GitLab
• Go language (Golang)
• Google Apps Engine
• Google Cloud Platform
• Google Kubernetes
• Gosu/Guidewire
• Gradle
• Groovy/Grails
• Grunt
• Hibernate/NHibernate 8
• HP ALM
• HP Unified Functional Testing
• HTML5
• Integration Testing
• iRise
• Jasmine
• Java SE/Java EE
• JavaBeans/EJB
• JavaFX
• JavaScript
• Java Server Pages
• JBehave
• JBoss/Wildfly
• Jenkins
• Jetty
• JIRA
• Joomla!
• jQuery
• JSON
• JUnit
• KnockoutJS
• Kotlin
• Kubernetes
• Laravel PHP
• Magento
• MapReduce
• MATLAB
• Microservices
• Microsoft .NET
• Microservices
• Microsoft Azure
• Microsoft Blazor
• Microsoft Copilot
• Microsoft Dynamics/Dynamics 365
• Microsoft Forefront Threat Mgt Gateway
• Microsoft Logic Apps
• Microsoft Power Apps
• Microsoft Power Platform
• Microsoft SQL Server 2019/2016/2014/2012/2008
• Microsoft SQL Server Management Studio
• Microsoft Team Foundation Server
• Microsoft Visual Studio
• Midjourney
• Mobile applications development
• Mobile operating systems (iOS, Android, etc.)
• MongoDB
• Mule/Mule ESB
• NetWeaver
• Next.js
• Nim
• Node.js
• NUnit
• Objective-C
• Objective Caml (Ocaml)
• OpenShift
• Oracle APEX
• Oracle Applications Development Framework
• Oracle E-Business Suite
• Oracle Financials
• Oracle Fusion
• Oracle WebLogic
• Pandas
• Peoplesoft
• Perl
• PHP (all)
• Platform Engineering
• PL/SQL
• PostgresSQL
• PowerBuilder
• Progress 4GL/Development tools
• Prometheus
• PySpark
• Python
• Rstudio
• R language
• React
• RedHat Fuse
• RedHat OpenShift
• REST
• RESTful
• Ruby
• Ruby on Rails
• Rust
• SaaS
• Sailpoint
• Salesforce
• SAS
• Scala
• Scalable Vector Graphics (SVG)
• Scrum
• Secure software development
• Selenium
• ServiceNow ITSM
• Siebel/Siebel Analytics
• Sitecore CMS
• Social Media/Networks
• Software AG webMethods
• Spring Boot
• Spring Cloud
• Spring Framework
• Spring Integration
• Spring MVC
• Spring Security
• SQL
• Stable Diffusion
• Swift
• Tcl
• TestNG
• TIBCO
• TransacT-SQL/tSQLt
• UML (unified modeling language)
• User Interface/Experience Design
• VBScript
• Visual Basic 6.0
• Visual C++
• Web Content Development
• Web Design/Development
• WebSphere
• WebSphere Datapower
• WebSpher MQ
• Workday HCM
• WSDL  
• XAML/XACML
• Xcode
• XHTML/XHTML MP
• XML (all variants)

• AWS Certified Developer - Associate
• AWS Certified DevOps Engineer - Professional
• Certified Manager of Software Quality
• Certified Scrum Team Coach
• Certified Scrum Developer
• Certified Scrum Master
• Certified Scrum Product Owner
• Certified Scrum Professional
• Certified Scrum Trainer
• Certified Secure Software Lifecycle Professional
• Certified Software Quality Analyst
• Cloudera Certified Associate Spark and Hadoop Developer
• CompTIA Mobile App Security+
• CompTIA Mobility+
• EC-Council Certified Secure Programmer
• GIAC Secure Software Programmer--Java
• GIAC Secure Software Programmer--.NET
• Google Professional Cloud Developer
• IBM Certified Administrator - Cognos Analytics
• IBM Certified Application Developer - Cloud Solutions v3
• IBM Certified Application Developer - DB2 9.7 for Linux, Unix and Windows
• IBM Certified Application Developer (all)
• IBM Certified Developer - Cognos Analytics
• IBM Certified Professional Developer - Cloud v4
• IBM Certified Professional SRE - Cloud v1
• IBM Certified Solution Advisor - DevOps V2
• IBM Certified Solution Designer (all)
• JBoss Certified Developer (Seam, Persistence, ESB)
• Magento 2 Certified Associate Developer
• Magento 2 Certified Professional Developer
• Microsoft Certified Azure Developer Associate
• Microsoft Certified Solutions Associate: Microsoft Dynamics 365
• Microsoft Certified Solutions Developer (MCSD)
• Microsoft Certified Solutions Developer: Applications Builder
• Microsoft Certified Solutions Expert: Business Applications
• Microsoft Office Specialist
• Oracle Certified Associate, Java SE Programmer
• Oracle Certified Associate - WebLogic Server Administrator
• Oracle Certified Expert, Java Platform EE Developer (all)
• Oracle Certified Expert - Siebel CRM Business Analyst
• Oracle Certified Master, Java EE Enterprise Architect
• Oracle Certified Master, Java SE Developer
• Oracle Certified Professional - Advanced PL/SQL Developer
• Oracle Certified Professional Application Server Administrator
• Oracle Certified Professional, E-Business Suite 12
• Oracle Certified Professional - Fusion Middleware 11g Forms Developer
• Oracle Certified Professional Java SE Programmer
• Oracle Certified Professional, Java EE Web Services Developer
• Oracle Certified Professional, PL/SQL Developer
• Oracle Certified WebLogic Server System Administrator Certified Expert
• Oracle SOA 12c Infrastructure Implementation Certified Expert
• Pegasystems Certified Data Scientist
• Pegasystems Certified Decisioning Consultant
• Pegasystems Certified Lead System Architect
• Pegasystems Certified Pega Business Architect
• Pegasystems Certified Robotics System Architect
• Pegasystems Certified Senior Systems Architect
• Pegasystems Certified System Architect
• PHP Certification
• Pivotal Developer
• Pivotal Application Architect
• PMI Agile Certified Practitioner (PMI-ACP)
• PMI Certified Associate in Project Management (CAPM)
• PMI Portfolio Management Professional
• PMI Professional in Business Analysis
• PMI Program Management Professional (PgMP)
• PMI Project Management Professional(PMP)
• PMI Risk Management Professional (PMI-RMP)
• Red Hat Certified Architect: Enterprise Applications
• Red Hat Certified Architect: Infrastructure
• Salesforce B2C Commerce Developer
• Salesforce Certified Application Architect
• Salesforce Certified Certified Data Architecture and Management Designer
• Salesforce Certified Platform Developer
• Salesforce Certified Systems Architect
• Salesforce Development Lifecycle and Deployment Designer
• Salesforce Identity and Access Management Designer
• Salesforce Platform App Builder
• SAS Certified Advanced Programmer for SAS 9
• SAS Certified Base Programmer for SAS 9
• Siebel 8 Consultant Certified Expert
• TIBCO Certified Professional
• TIBCO Certified Architect

• Big Data Engineer
• Lead Data Scientist
• Sr. Data Scientist
• Data Scientist
• Sr. Data Engineer
• Data Engineer
• Sr. Data Architect
• Data Architect
• Sr. Data Analyst
• Data Analyst
• Sr. Data Modeler
• Data Modeler
• Director, MDM and MDG
• Manager, MDM and MDG
• Manager, Database Administration
• Sr. Database Administrator  
• Database Administrator
• Sr. Systems Programmer, DBMS
• Sr. Database Developer
• Database Developer
• Assoc. Database Developer
• Sr. DW/BI Engineer
• DW/BI Engineer
• Sr. DW/BI Analyst
• DW/BI Analyst
• Sr. DW/BI Developer
• DW/BI Developer

• Tier 1 U.S. Cities (see list)
• Tier 2 U.S. Cities (see list)
• All U.S. Cities (see list)

• Adobe Analytics
• Alteryx Designer
• Amazon Athena
• Amazon DynamoDB
• Amazon Elastic Kubernetes Service (Amazon EKS)
• Amazon Kinesis
• Amazon RedShift
• Amazon Web Services (EC2, S3, SQS, ELB, et. al.)
• Amazon Web Services CDK
• Apache Cassandra
• Apache Cordova
• Apache CouchDB
• Apache Flume
• Apache Hadoop
• Apache Hive
• Apache Ignite
• Apache Impala
• Apache Maven
• Apache Pig
• Apache Solr
• Apache Spark
• Apache Spark SQL
• Apache Struts/Struts2
• Apache Zookeeper
• Artificial Intelligence
• Artificial Intelligence for IT Operations (AIOps)
• Azure Active Directory
• Azure AKS
• Azure Cosmos DB
• Azure Data Factory
• Azure SQL Data Warehouse
• Azure SQL Database
• Azure Synapse Analytics
• Base SAS
• Big Data
• Big Data analytics
• Bioinformatics
• C
• C#
• C++
• C+/CLI
• Clojure
• Cloudera Impala
• Cloudera Software
• Cognos
• Complex Event Processing/Event Correlation
• Couchbase Server
• Data Acquisition and Control Systems
• Data Analytics
• Data Architecture
• Data Cleansing
• Data Engineering
• Data Governance
• Data Integration
• Data Management
• Data Migration
• Data Mining
• Data Modeling
• Data Privacy
• Data Protection
• Data Quality
• Data Science
• Data Security
• Data Strategy
• Data Transformation
• Data Vault
• Data Visualization
• Database management
• Datadog
• DataOps
• DB2
• Digital Analytics
• Digital Forensics
• Digital Marketing
• ETL (Extract, transform, load)
• Flink
• Google Analytics
• Google App Engine
• Google Big Query
• Google Cloud Platform
• Google Data Studio
• Google Kubernetes
• Google TensorFlow
• HBase
• Hibernate/NHibernate
• Informatica
• Information management
• Java
• JDBC
• Julia
• Kibana
• Kubernates
• Large Language Model/LLM tuning
• Looker
• Machine Learning
• MapReduce
• Master data management
• Metadata design and development
• Microsoft SQL Server 2019/2016/2014/2012
• Microsoft SQL Server Analysis Services
• Microsoft SQL Integration Services
• Microsoft SQL Server Management Studio
• Microsoft SQL Server Reporting Services
• MongoDB
• MySQL
• NewSQL
• NoSQL
• Oracle Application Server
• Oracle Application Developer Framework
• Oracle Business Intelligence Enterprise Edition Plus
• Oracle Coherence
• Oracle DB 9i/10g/11i/12c
• Oracle Enterprise Manager
• Oracle Exadata
• Pandas
• PL/SQL
• PostgreSQL
• PowerBI
• Power Query
• Predictive Analytics and Modeling
• Prescriptive Analytics
• Prometheus
• Prompt Engineering
• PySpark
• Python
• QlikView
• Quantitative Analysis/Regression Analysis
• R language
• Redis
• REST
• RESTFUL
• Riak
• Rstudio
• Ruby
• Ruby on Rails
• SAP Data Services
• SAP HANA  
• SAP MDG
• SAP MDM
• SAP S/4HANA
• Scala
• Scalable Vector Graphics
• Snowflake/Snowflake Schema
• SPSS
• SQL
• Sqoop
• Tableau
• Teradata
• TIBCO Spotfire
• Visual SQL
• Web Analytics
• Webtrends analytics

• AccessData Certified Examiner
• AWS Certified Data Analytics – Specialty
• Certified Analytics Professional (CAP)
• Certified Data Management Professional
• Certified Data Privacy Solutions Engineer(CDPSE-ISACA)
• Certified Data Professional (CDP)
• Cloudera Certified Associate Administrator
• Cloudera Certified Associate Data Analyst
• Cloudera Certified Associate Spark and Hadoop Developer
• Cloudera Certified Professional: Data Engineer
• Dell Data Science Associate
• Dell Data Science Specialist - Advanced Analytics
• Google Cloud - Professional Cloud Architect
  Google Cloud - Professional Data Engineer
• IBM Certified Application Developer - DB2 9.7 for Linux, Unix and Windows
• IBM Certified Administrator - Cognos
• IBM Certified Database Administrator - DB2 11.1 for Linux, UNIX and Windows
• IBM Certified Administrator - Cognos Analytics
• IBM Certified Application Developer - Cloud Solutions v3
• IBM Certified Application Developer - DB2 9.7 for Linux, Unix and Windows
• IBM Certified Data Architect - Big Data
  IBM Certified Data Engineer - Big Data
• IBM Certified Database Administrator - DB2 11.1 for Linux, UNIX and Windows
• IBM Certified Developer - Cognos Analytics
• IBM Certified Professional Developer - Cloud v4
• IBM Certified Professional SRE - Cloud v1
• IBM Certified Solution Advisor - Blockchain Platform V2
• IBM Certified Solution Architect - Data Warehouse V1
• IBM Certified Specialist - AI Enterprise Workflow V1
• Microsoft Certified Azure Data Engineer Associate
• Microsoft Certified Azure Data Scientist Associate
• Microsoft Certified Solutions Associate: BI Reporting
• Microsoft Certified Solutions Associate: SQL 2016 DBA
• Microsoft Certified Solutions Associate: SQL Server 2012/2014/2016
• Microsoft Certified Solutions Developer: Applications Builder
• Microsoft Certified Solutions Expert: Business Applications
• Microsoft Certified Solutions Expert: Business Intelligence
• Mongo DB Certified DBA
• Mongo DB Certified Developer
• MongoDB Certified Developer Associate
• Oracle Business Intelligence Foundation Suite 11G Certified Implementation Specialist
• Oracle Certified Associate - DBA (OCA)
• Oracle Certified Associate - MySQL 5  
• Oracle Certified Expert - MySQL 5.1 Cluster Database Administrator
• Oracle Certified Master - DBA (OCM)
• Oracle Certified Professional - Advanced PL/SQL Developer
• Oracle Certified Professional - DBA (OCP)
• Oracle Certified Professional - MySQL 5 Database Administrator
• Oracle Certified Professional - MySQL 5 Developer
• Oracle Certified Professional - PL/SQL Developer
• Pegasystems Certified Data Scientist
• Pegasystems Certified Decisioning Consultant
• QlikView Business Analyst
• Qlikview Data Architect
• Salesforce Certified Data Architect
• SAS Certified Big Data Professional Using SAS 9
• SAS Certified Data Integration Developer for SAS 9
• SAS Certified Data Scientist Using SAS 9
• SAS Certified Predictive Modeler - SAS Enterprise Miner  
• SAS Certified Professional: Advanced Programming/SAS 9.4
• SAS Certified Specialist Base Programming/SAS 9.4
• SAS Certified Statistical Business Analyst - SAS 9
• SAS Certified Advanced Analytics Professional Using SAS 9  
• SAS Certified Data Quality Steward for SAS®
• SAS Certified Professional: AI and Machine Learning
• SAS Certified Professional: Data Curation for SAS Data Scientists
• SAS® Certified Specialist: Visual Business Analytics  
• Splunk Core Certified User
• Tableau Desktop Certified Professional
• Tableau Server Certified Professional
• Teradata SQL for Business Users
• Teradata Vantage Administration
• Teradata Vantage Analytics
• Teradata Vantage Architecture
• Teradata Vantage Data Engineering Certified
• Teradata Vantage Data Science Master
• Teradata Vantage Master 2.0
• Teradata VantageCloud Lake Associate Certified

• Manager, Business Systems Analysis
• Lead Business Systems Analyst
• Sr. Business Systems Analyst
• Business Systems Analyst
• Associate Business Systems Analyst
• VP, Business Technology
• Director, Business Technology
• Manager, Business Technology  
• Sr. Business Technology Consultant
• Business Technology Consultant

• Tier 1 U.S. Cities (see list)
• Tier 2 U.S. Cities (see list)
• All U.S. Cities (see list)

• Azure Data Factory
• Base SAS
• Big Data
• Big Data analytics
• Business analysis
• Business intelligence
• Business Objects
• Business performance management software/systems
• Business process management/improvement/
• modeling
• Change Management
• Collaboration software
• Complex Event Processing/Event Correleation
• Data Acquisition and Control Systems
• Data Analytics
• Data Architecture
• Data Cleansing
• Data Engineering
• Data Governance
• Data Integration
• Data Management
• Data Migration
• Data Mining
• Data Modeling
• Data Privacy
• Data Protection
• Data Quality
• Data Science
• Data Security
• Data Strategy
• Data Transformation
• Data Vault
• Data Visualization
• Database management
• DataOps
• DB2
• dBase/xBase
• Documentum
• Google Data Studio
• Informatica
• Information management
• iRise
• IT governance
• ITIL V3
• Master data management
• Metadata design and development
• Microsoft .NET
• Microsoft Access
• Microsoft BizTalk Server
• Microsoft Exchange Server 2003/2007/ 2010/2013
• Microsoft Sharepoint/Sharepoint Server
• Microsoft SQL Server 2016/2014/2012/2008/2005
• Microsoft Visio
• MySQL
• NoSQL
• NetWeaver
• Oracle Business Intelligence Enterprise Edition Plus
• Oracle DB / 8i/9i/10g/11i/12c
• Oracle WebLogic
• Perl
• PL/SQL
• Predictive Analytics and Modeling
• Prescriptive Analytics
• Progress 4GL/ Development Tools
• Project management
• Quantitative Analysis/Regression Analysis
• Requirements Engineering/Analysis
• Risk assessment/ analysis
• Risk management
• SAP CO-PA
• SAS
• SEO
• Six Sigma/Lean Six
• Software development lifecycle management
• SQL
• Sybase Adaptive Server Enterprise
• TOGAF (Enterprise Architecture)
• User Interface/Experience Design
• Visual SQL
• WebSphere
• Text

• Certification of Competency in Business Analy
• Certified Analytics Professional (CAP)
• Certified Associate in Project Management
• Certified Business Analysis Professional (CBAP)
• Certified in the Governance of Enterprise IT
• CompTIA Project+
• CWNP/Certified Wireless Analysis Professional (CWAP)
• IBM Certified Database Administrator - DB2
• IBM Certified SOA Solution Designer
• IBM Certified Advanced Database Administrator
• IBM Certified Developer - Cognos
• IBM Certified Solution Expert - Cognos
• IBM Certified Specialist - Cognos
• ITIL Expert Certification
• ITIL Intermediate Level Certification
• ITIL Master Level Certification
• Microsoft Certified Solution Developer
• Microsoft Certified Solutions Associate(all)
• Microsoft Certified Solutions Associate: SQL Server 2012
• Microsoft Certified Solutions Expert: Business Intelligence
• Microsoft Certified Solutions Expert: Data Management and Analytics
• Microsoft Certified Solutions Master(all)
• Microsoft Certified Technology Specialist: SQL Server 2008
• Open Group Certified Architect
• Open Group Certified IT Specialist
• Oracle Certified Professional - Advanced PL/SQL Developer
• Oracle Certified Professional, PL/SQL Developer
• Oracle Certified Associate, MySQL 5
• Oracle Certified Expert MySQL 5.1 Cluster Database Administrator
• Oracle Certified Professional MySQL 5 Database Administrator
• Oracle Certified Professional, MySQL 5 Developer
• Oracle DB Administrator Certified Professional (OCP)
• Oracle DB Administrator Certified Master (OCM)
• Oracle DB Administrator Certified Associate (OCA)
• PMI Professional in Business Analysis (PMI-PBA)
• PMI Program Management Professional (PgMP)
• PMI Project Management Professional(PMP)
• PMI Risk Management Professional (PMI-RMP)
• PMI Portfolio Management Professional (PfMP)
• SAS Certified Advanced Programmer
• SAS Certified Base Programmer
• SAS Certified Predictive Modeler
• SAS Certified Statistical Business Analyst
• SAS Certified Statistical Business Analyst - SAS 9
• SAS Certified Big Data Professional Using SAS 9
• Teradata SQL for Business Users
• Teradata Vantage Administration
• Teradata Vantage Analytics
• Teradata Vantage Architecture
• Teradata Vantage Data Engineering Certified
• Teradata Vantage Data Science Master
• Teradata Vantage Master 2.0
• Teradata VantageCloud Lake Associate Certified

• Director, MDM and Gevernance
• Manager, MDM
• Manager, Database Administration
• Senior Database Administrator
• Database Administrator
• Sr. Systems Programmer, RDBMS
• Sr. Database Developer
• Database Developer
• Associate Database Developer

• Tier 1 U.S. Cities (see list)
• Tier 2 U.S. Cities (see list)
• All U.S. Cities (see list)

• Amazon DynamoDB
• Amazon RedShift
• Apache Cassandra
• Apache CouchDB
• Apache Hive
• Azure Cosmos DB
• Azure Data Factory
• Azure SQL Database
• Base SAS
• Big Data analytics
• Blockchain
• Cloudera Impala
• Couchbase Server
• Data Architecture
• Data Mining
• Data Modeling
• Data Governance
• Data Protection
• Data Security
• Data Strategy
• Database/data management
• DB2
• dBase/XBase
• ETL (Extract, transform, load)
• HBase
• Informatica
• Java Database Connectivity (JDBC)
• Master data management
• Microsoft Access
• Microsoft Exchange Server 2003/2007/2010/2013
• MySQL
• Microsoft SQL Server 2016/2014/2012/2008/2005
• MongoDB
• MySQL
• NoSQL
• OpenEdge ABL
• Oracle Application Server
• Oracle Business Intelligence Enterprise Edition Plus
• Oracle Coherence
• Oracle DB / 8i/9i/10g/11i
• Oracle Exadata
• Oracle Enterprise Manager
• Oracle Forms
• Oracle Reports
• PostgreSQL
• Peoplesoft
• OpenEdge ABL (Progress 4GL)
• Redis
• Riak
• Smart Contract
• Sqoop
• Sybase Adaptive Server
• Teradata
• TIBCO Spotfire
• Visual SQL

• Certified Data Management Professional (CDMP)
• Certified Database Design Specialist
• Cloudera Certified Data Analyst
• Cloudera Certified Professional: Data Scientist
• EMC Data Science Associate
• EMC Data Science Specialist, Advanced Analytics
• HP ASE Vertica Big Data Solutions Administrator V1
• HP ATP Big Data Vertica Solutions V1
• IBM Certified Advanced Database Administrator
• IBM Certified Database Administrator - DB2
• IBM Certified Solution Developer - DB2 SQL
• Microsoft Certified IT Professional: DBA
• Microsoft Certified Solutions Associate: SQL 2016 DBA
• Microsoft Certified Solutions Associate: SQL Server 2012/2014/2016
• Microsoft Certified Solutions Expert: Data Management and Analytics
• Microsoft Certified Solutions Expert: Data Platform
• Mongo DB Certified DBA
• Mongo DB Certified Developer
• MongoDB Certified Developer Associate
• Oracle Business Intelligence Foundation Suite 11G Certified Implementation Specialist
• Oracle Certified Associate - DBA
• Oracle Certified Associate, MySQL 5
• Oracle Certified Expert MySQL 5.1 Cluster Database Administrator
• Oracle Certified Master - DBA
• Oracle Certified Professional - DBA
• Oracle Certified Professional - Database Cloud Administrator
• Oracle Certified Professional MySQL 5 Database Administrator
• Oracle Certified Professional, MySQL 5 Developer
• Oracle Certified Professional, PL/SQL Developer
• Oracle Exadata 11g Certified Implementation Specialist
• Pegasystems Certified Data Scientist
• SAS Certified Big Data Professional Using SAS 9
• SAS Certified Data Integration Developer for SAS 9
• SAS Certified Data Scientist
• SAS Certified Predictive Modeler - SAS Enterprise Miner 14
• SAS Certified Statistical Business Analyst - SAS 9
• Teradata SQL for Business Users
• Teradata Vantage Administration
• Teradata Vantage Analytics
• Teradata Vantage Architecture
• Teradata Vantage Data Engineering Certified
• Teradata Vantage Data Science Master
• Teradata Vantage Master 2.0
• Teradata VantageCloud Lake Associate Certified

• Vice President/Director, Data Warehousing/BI
• DataWarehouse/BI Project Manager, Processing
• Data Warehouse/BI Project Manager, Decision Support Services
• Data Warehouse/BI Architect
• Data Warehouse/BI Engineer
• Data Warehouse/BI Information Security Manager
• Sr. Decision Support System (DSS) Analyst
• Decision Support System (DSS) Analyst
• Sr. DSS/BI Engineer
• Data Warehouse/BI Management Specialist
• Sr. Data Warehouse/BI Developer
• Data Warehouse/BI Developer
• Data Warehouse/BI Administrator
• Data Warehouse/BI Auditor
• Lead Data Scientist
• Sr. Data Scientist
• Data Scientist
• Sr. Scrum Master
• Scrum Master

• Tier 1 U.S. Cities (see list)
• Tier 2 U.S. Cities (see list)
• All U.S. Cities (see list)

• Agile Programming/RAD/ExtemeProgramming
• Amazon DynamoDB
• Amazon RedShift
• Apache Cassandra
• Apache CouchDB
• Apache Cordova
• Apache Flume
• Apache Hadoop
• Apache Hive
• Apache Maven
• Apache Pig/Pig Latin
• Apache Solr
• Apache Spark
• Apache Struts/Struts2
• Apache Zookeeper
• Base SAS
• Big Data Analytics
• Business analysis
• Business intelligence
• Business Objects
• Business process management/modeling/improvement
• C
• C++/CLI
• C#
• Change Management
• Clojure
• Cloud architecture
• Cloud security
• Cloudera Impala
• Cloudera software
• Cognos
• Complex Event Processing/Event Correleation
• Couchbase Server
• CRM
• Data Analytics
• Data Architecture
• Data Cleansing
• Data Governance
• Data/Database Management
• Data Mining
• Data Modeling
• Data Protection
• Data Quality
• Data Science
• Data Security
• Data Strategy
• Data Visualization
• DB2
• ETL (Extract, transform, load)
• Google Data Studio
• Hbase
• HP-UX
• Information management
• Information risk management
• Informatica
• InfoSec skills (DW/BI project assignments)
• Infrastructure architecture
• Java Database Connectivity (JDBC)
• Java SE/Java EE
• jQuery
• JSON
• Linux
• MapReduce
• Master data management
• MATLAB
• Microsoft Access
• Microsoft .NET
• Microsoft Commerce Server
• Microsoft Exchange
• Microsoft Exchange Server 2007/2010/2013
• Microsoft Internet Information Server
• Microsoft SQL Server Analysis Services
• Microsoft SQL Server 2012/2008/2005
• Microsoft SQL Server Management Studio
• MongoDB
• MySQL
• NoSQL
• Novell Netware
• OpenEdge ABL (Progress 4GL)
• Oracle Applications Developer Framework
• Oracle Application Server
• Oracle Business Intelligence Enterprise Edition Plus
• Oracle Coherence
• Oracle DB i/10g/11i/12c
• Oracle Exadata
• Oracle Forms
• Oracle Enterprise Manager
• PL/SQL
• Predictive/Prescriptive Analytics and Modeling
• Prescriptive Analytics
• Product lifecycle management software
• Project management
• QlikView
• Quantitative Analysis/Regression Analysis
• R language
• Redis
• Riak
• Risk assessment
• Risk management
• Salesforce
• SAP NetWeaver BW (NetWeaver BI)
• SAS
• Scrum
• Security architecture and models
• Secure software development
• Siebel
• Solaris
• SQL  
• Sybase Adaptive Server Enterprise
• Tableau
• TCP/IP
• Unix (all)
• Virtual security
• Virtualization (various)
• Visual Basic 6.0
• Visual C++
• Visual SQL
• Windows NT
• Windows Server 2008/2003
• XML(all variants)

• Certified Analytics Professional (CAP)
• Certification Authorization Professional (CAP)
• Certified Associate in Project Management
• Certified Computing Professional
• Certified Data Management Professional (CDMP)
• Certified Information Security Manager (CISM)
• Certified Information Systems Auditor (CISA)
• Certified Information Systems Security Professional (CISSP)
• Certified Secure Software Lifecycle Professional (CSSLP)
• Cisco Certified Internetwork Expert (CCIE, all variations)
• Cisco Certified Network Professional
• Cisco Certified Network Associate
• Cloudera Certified Professional: Data Scientist
• Cloudera Certified Professional: Data Scientist
• CompTIA Cloud Essentials
• CompTIA Cloud+
• CompTIA Linux+
• CompTIA Project+
• CompTIA Security+
• EC-Council Certified Secure Programmer (ECSP)
• EC-Council Certified Security Analyst (ECSA)
• EMC Data Science Associate
• EMC Data Science Specialist, Advanced Analytics
• EMC Storage Administrator - Backup Recovery (EMCBA)
• EMC Storage Administrator - Expert (EMCISA)
• EMC Storage Administrator - Specialist (EMCISA)
• EMC Storage Administrator - Backup Recovery (EMCBA)
• GIAC Certified Unix Security Admin
• GIAC Certified Windows Security Admin
• GIAC Systems and Network Auditor (GSNA)
• GIAC Information Security Fundamentals (GISF)
• GIAC Information Security Professional (GISP)
• IBM Certified Advanced Application Developer (all)
• IBM Certified Application Developer (all)
• IBM Certified Advanced Security Professional
• IBM Certified Advanced Database Administrator
• IBM Certified Database Administrator
• IBM Certified Solution Architect - Data Warehouse V1
• IBM Certified Specialist - Storage
• IBM Certified Systems Administrator
• IBM Certified Developer - Cognos
• IBM Certified Solution Expert - Cognos
• IBM Certified Specialist - Cognos
• Linux Professional Institute certification (LPIC-Level 2)
• Linux Professional Institute certification (LPIC-Level 3)
• Microsoft Certified IT Professional: DBA
• Microsoft Certified Professional Developer (all)
• Microsoft Certified Solution Developer
• Microsoft Certified Solutions Associate
• Microsoft Certified Solutions Associate: SQL Server 2012
• Microsoft Certified Solutions Expert: Data Platform
• Microsoft Certified Solutions Master(all)
• Microsoft Certified Technology Specialist: SQL Server 2008
• NetApp Certified Data Administrator
• Novell Certified Linux Engineer
• Novell Certified Linux Professional
• Novell/Certified Novell Engineer
• Novell/ Master Certified Novell Engineer
• Novell/Certified Novell Administrator
• Open Group Certified Architect  
• Open Group Master Architect
• Oracle Business Intelligence Foundation Suite 11G Certified Implementation Specialist
• Oracle Certified Associate, Java SE Programmer
• Oracle Certified Professional Java SE Programmer
• Oracle Certified Master, Java SE Developer
• Oracle Certified Expert, Java Platform EE Developer (all)
• Oracle Certified Professional - Advanced PL/SQL Developer
• Oracle Certified Professional, PL/SQL Developer
• Oracle Certified Expert MySQL 5.1 Cluster Database Administrator  
• Oracle Certified Associate, MySQL 5
• Oracle Certified Professional, MySQL 5 Developer
• Oracle Certified Professional MySQL 5 Database Administrator
• Oracle Certified Professional, Advanced PL/SQL Developer
• Oracle Certified Expert, Oracle Solaris 10 Network Administrator for Solaris
• Oracle Certified Expert, Oracle Solaris 10 Systems Administrator for Solaris
• Oracle Certified Professional Application Server 10g Administrator
• Oracle DBA Certified Associate (OCA)  
• Oracle DBA Certified Master (OCM)
• Oracle DBA Certified Professional (OCP)
• Oracle Exadata 11g Certified Implementation Specialist
• PMI Risk Management Professional (PMI-RMP)
• Program Management Professional (PgMP)
• Project Management Professional
• SAS Certified Predictive Modeler - SAS Enterprise Miner 7
• SAS Certified Statistical Business Analyst - SAS 9
• SAS Certified Advanced Programmer
• SAS Certified Base Programmer
• SAS Certified Big Data Professional Using SAS 9
• SAS Certified Data Inegration Developer for SAS 9
• SAS Certified Data Scientist
• Siebel 8 Consultant Certified Expert
• SNIA Certified Storage Networking Expert
• SNIA Certified Storage Professional
• SNIA Certified Systems Engineer
• Teradata SQL for Business Users
• Teradata Vantage Administration
• Teradata Vantage Analytics
• Teradata Vantage Architecture
• Teradata Vantage Data Engineering Certified
• Teradata Vantage Data Science Master
• Teradata Vantage Master 2.0
• Teradata VantageCloud Lake Associate Certified

• Director, Digital Strategy/Content
• Manager, Digital Analytics
• Digital Marketing & Strategy Specialist
• Digital Product Manager
• Lead Digital Product Designer
• Sr. Digital Product Designer
• Digital Product Designer
• Digital Product Designer  
• Sr. Digital Product Analyst
• Digital Product Analyst
• Manager, UX/UI Design
• Sr. Principal, UX/UI Design
• Principal, UX/UI Design
• Lead UX/UI Designer
• Sr. UX/UI Designer
• UX/UI Designer
• Lead UX Architect
• Sr. UX Architect
• UX Architect
• Lead UX/UI Developer
• Sr. UX/UI Developer
• UX/UI Developer
• Sr. Scrum Master
• Scrum Master
• Principal DevOps Engineer
• Lead DevOps Engineer
• Sr. DevOps Engineer
• DevOps Engineer

• Tier 1 U.S. Cities (see list)
• Tier 2 U.S. Cities (see list)
• All U.S. Cities (see list)

• Adobe Experience Manager
• Agile software development
• Ajax (Asynchronous JavaScript and XML)
• Amazon RedShift
• Amazon Web Services (EC2, S3, SQS, ELB, et. al.)
• AngularJS
• Ansible
• Apache Cassandra
• Apache Lucene
• Apache Solr
• Artificial Intelligence
• Azure Active Directory
• Azure Data Factory
• Azure Machine Learning
• Azure Synapse Analytics
• Big Data
• Big Data analytics
• Bioinformatics
• Bitbucket
• Blockchain
• Business analytics
• Business intelligence
• Business performance mgt(SW, systems)
• Business process mapping/modeling
• Change Management
• Chef/Opscode
• Cloud architecture
• Cloud security
• Confluence
• Content management systems
• CoreOS
• CRM
• CSS/CSS3
• Cybersecurity
• Cyber Threat Intelligence
• Data Acquisition and Control Systems
• Data Analytics
• Data Protection
• Data Science
• Data Security
• Data Strategy
• Deep Learning
• DevOps
• DevSecOps
• Digital Analytics
• Digital Forensics
• Digital Marketing
• Docker/Docker Swarm
• Elasticsearch
• Ethereum
• Front End Development
• Git/GitHub
• GitLab
• Go language (Golang)
• Google Analytics
• Google App Engine
• Google Cloud Platform
• Google Data Studio
• Google TensorFlow
• Gosu/Guidewire
• Grunt
• HTML5
• Java SE/Java EE
• JavaScript
• JIRA
• jQuery
• JSON
• Kanban
• Linux
• Machine Learning
• Marketo
• Microsoft Azure
• Microsoft .NET
• Microsoft Power Platform
• MLOps
• Mobile applications development
• Mobile device management
• Mobile operating systems (iOS, Android, etc.)
• Mobile security
• MongoDB
• MySQL
• Natural language processing
• NewSQL
• Node.js
• Objective Caml (Ocaml)
• Objective-C
• Pandas
• PHP (all)
• PostgreSQL
• Project management/governance
• Puppet
• Python
• RabbitMQ
• Rackspace Cloud
• React.js
• Redis
• REST
• Robotic Process Automation
• Ruby
• SailPoint
• Salt
• SAP HANA
• SAP S/4HANA
• Scala
• Scrum
• Security Information and Event Management (SIEM)
• SEO
• Smart Contracts
• Social media analytics
• Social Media/Networks
• SQL
• Swift
• Tableau
• UML
• Unix (all)
• Usability Research/Human Factors Research
• User Acceptance Testing
• User Experience/Interface Design
• Web Analytics
• Web Design
• Web Infrastructure
• Webtrends Analytics

• Certified Associate in Project Management
• Certified Project Management Practitioner
• Certified Scrum Coach
• Certified Scrum Developer
• Certified Scrum Product Owner
• Certified Scrum Professional
• Certified Scrum Trainer
• Certified ScrumMaster
• CompTIA Project
• Google Cloud DevOps Engineer
• IBM Certified Solution Advisor - Blockchain Platform V2
• IBM Certified Specialist - AI Enterprise Workflow V1
• Microsoft Certified: DevOps Engineer Expert
• Open Group Certified IT Specialist
• Open Group Certified Architect
• PMI Agile Certified Practitioner
• PMI Portfolio Management Professional
• PMI Professional in Business Analysis
• PMI Program Management Professional
• PMI Project Management Professional
• PMI Risk Management Professional
• Professional in Project Management
• QlikView Business Analyst
• QlikView Data Architect
• SAS® Certified Professional: AI and Machine Learning
• Tableau Desktop Certified Professional
• Tableau Server Certified Professional

• Vice President, E-Commerce
• Director, E-Commerce
• Manager, E-Commerce
• Sr. E-Commerce Programmer
• E-Commerce Programmer
• Manager, Business Analysis
• Lead Business Systems Analyst
• Sr. Business Systems Analyst
• Business Systems Analyst
• Associate Business Systems Analyst

• Tier 1 U.S. Cities (see list)
• Tier 2 U.S. Cities (see list)
• All U.S. Cities (see list)

• Active Server Pages
• ActiveX
• Agile Programming/ RAD/Extreme Programming
• AJAX
• AngularJS
• Apache Cassandra
• Apache Cordova
• Apache CouchDB
• Apache Flex
• Apache Hadoop
• Apache Hive
• Apache Maven
• Apache Pig/Pig Latin
• Apache Solr
• Apache Tomcat
• Apache web server
• Big Data Analytics
• Business Analysis
• Business intelligence
• Business Objects
• Business process management/modeling/improvement
• C
• C#
• C++/CLI
• CGI
• Clarity PPM
• Cloudera software
• ColdFusion/ColdFusion MX
• Collaboration software
• Content management systems
• CRM
• CSS/CSS3
• Database management
• DB2
• Django
• Docker/Docker Swarm
• Documentum
• Drupal
• Eclipse
• Elasticsearch
• E-Procurement
• F#
• Front End Development
• Google App Engine
• Google Cloud Platform
• Groovy/Grails
• HTML5
• Informatica
• Infrastructure architecture
• ITIL V3
• Java Server Pages
• Java EE, SE
• JavaBeans/EJB
• JavaFX
• Java Script
• Java Server Pages
• JBoss  
• Jenkins
• Jetty
• Joomla!
• jQuery
• Jscript
• JSON
• KnockoutJS
• Linux
• Magento
• Magnolia
• Master data management
• Microsoft .NET
• Microsoft Access
• Microsoft BizTalk Server
• Microsoft Commerce Server
• Microsoft Exchange Server
• Microsoft Identity Integration Server
• Microsoft Internet Information Server (IIS)
• Microsoft Internet Security and Acceleration Server (ISA)
• Microsoft Sharepoint Server
• Microsoft Silverlight
• Microsoft SQL Server 2005/2008
• Mobile applications development
• Mobile operating systems (iOS, Android, etc.)
• Mule/MuleESB
• MySQL
• NoSQL
• Node.js
• Objective-C
• Oracle Application Server
• Oracle Applications Developer Framework
• Oracle Business Intelligence Enterprise Edition Plus
• Oracle DB / 8i/9i/10g/11i
• Oracle Fusion
• Oracle WebLogic
• Oracle Workflow
• Perl
• PHP (all)
• Predictive Analytics and Modeling
• Prescriptive Analytics
• Progress 4GL/Development tools
• Project management
• Python
• Quantitative Analysis/Regression Analysis
• Redis
• REST
• RESTful
• Riak
• Ruby
• Ruby on Rails
• SAS
• Scrum
• Secure software development
• Security skills with project assignments (e.g. DW, CRM, ERM)
• SOAP
• Social media marketing
• Social Media/Networks
• Spring Framework
• SQL  
• Sterling
• Sybase Adaptive Server
• Tcl
• TOGAF
• UML (unified modeling language)
• VBScript
• Visual Basic 6.0
• Visual C++
• Visual J++
• Visual SQL
• VoiceXML
• Web collaboration appliances
• WebSphere
• Wikis
• WSDL  
• XAML/XACML
• Xcode
• XHTML MP
• XML (all variants)

• AWS Certified Developer - Associate
• AWS Certified DevOps Engineer - Professional
• Certification Authorization Professional
• Certification of Competency in Business Analysis  
• Certified Associate in Project Management
• Certified Business Analysis Professional  
• Certified Data Management Professional  
• Certified Scrum Coach
• Certified Scrum Developer
• Certified Scrum Product Owner
• Certified Scrum Professional
• Certified Scrum Master
• Check Point Certified Security Administrator  
• Check Point Certified Security Expert  
• Cisco Certified Design Associate
• Cisco Certified Design Expert (CCDE)
• Cisco Certified Design Professional
• Cisco/Certified Internetwork Expert
• Cisco Certified Internetwork Professional
• Cisco Certified Network Associate
• Cisco Certified Network Associate - Wireless
• Cisco Certified Network Professional - Security
• Cisco Certified Network Professional
• Cisco Certified Network Professional Wireless (CCNP Wireless)
• Cisco Rich Media Communications Specialist  
• Citrix Certified Integration Architect
• CIW Certified Database Design Specialist
• CIW Network Technology Associate
• CIW Web Design Professional
• CIW Web Development Professional
• CIW Web Foundations Associate
• CompTIA Advanced Security Practitioner
• CompTIA Network (Network+)
• CompTIA Project+
• CompTIA Security+
• Convergence Technologies Professional (CTP)
• EC-Council Certified Security Analyst
• EC-Council Certified Secure Programmer (ECSP)
• GIAC Certified Firewall Analyst (GCFW)
• GIAC Certified Unix Security Administrator (GCUX)
• GIAC Certified Windows Security Administrator (GCWN)
• GIAC Secure Software Programmer-- .NET
• GIAC Secure Software Programmer--Java
• GIAC Security Essentials (GSEC)
• GIAC Web Application Penetration Tester
• IBM Certified Advanced Database Administrator
• IBM Certified Infrastructure Systems Architect
• IBM Certified Database Administrator
• IBM Certified SOA Solution Designer
• IBM Certified Solutions Developer: WebSphere
• Microsoft Certified IT Professional: DBA
• Microsoft Certified Professional Developer (all)
• Microsoft Certified Solution Developer
• Microsoft Certified Solutions Associate(all)
• Microsoft Certified Solutions Associate: SQL Server 2012
• Microsoft Certified Solutions Expert: Data Platform
• Microsoft Certified Technology Specialist: SQL Server 2008
• NetApp Certified Data Administrator
• Novell/Certified Novell Administrator
• Novell/Certified Novell Engineer
• Novell Certified Instructor (CNI)
• Novell Certified Linux Engineer
• Novell Certified Linux Professional
• Open Group Certified Architect
• Open Group Certified IT Specialist
• Oracle DBA Certified Associate - DBA (OCA)
• Oracle DBA Certified Master - DBA (OCM)
• Oracle DBA Certified Professional - DBA (OCP)
• Oracle Certified Associate, Java SE Programmer
• Oracle Certified Associate, MySQL 5
• Oracle Certified Associate, WebLogic Server Administrator
• Oracle Certified Expert MySQL 5.1 Cluster Database Administrator
• Oracle Certified Expert, Java Platform EE Developer (all)
• Oracle Certified Master, Java EE Enterprise Architect  
• Oracle Certified Master, Java SE Developer
• Oracle Certified Professional - Advanced PL/SQL Developer
• Oracle Certified Professional - Solaris 10 Systems Administrator
• Oracle Certified Professional Application Server Administrator
• Oracle Certified Professional Java SE Programmer
• Oracle Certified Professional MySQL 5 Database Administrator
• Oracle Certified Professional, E-Business Suite
• Oracle Certified Professional, Java EE Web Services Developer
• Oracle Certified Professional, MySQL 5 Developer
• Oracle Certified Professional, PL/SQL Developer
• Oracle Certified WebLogic Server System Administrator Certified Expert
• Oracle Exadata 11g Certified Implementation Specialist
• Oracle SOA Infrastructure Implementation Certified Expert
• Project Management Professional
• SAS Certified Advanced Programmer
• SAS Certified Base Programmer
• SAS Certified Data Inegration Developer for SAS 9
• Teradata SQL for Business Users
• Teradata Vantage Administration
• Teradata Vantage Analytics
• Teradata Vantage Architecture
• Teradata Vantage Data Engineering Certified
• Teradata Vantage Data Science Master
• Teradata Vantage Master 2.0
• Teradata VantageCloud Lake Associate Certified
• TIBCO Certified Architect
• TIBCO Certified Professional
• TOGAF 9 Certified

• VP, IT Architecture
• Director, IT Architecture
• Director, Applications Systems Architecture
• Manager, Applications Systems Architecture
• Lead UX Architect
• Sr. UX Architect
• UX Architect
• Sr. Applications Systems Architect
• Applications Systems Architect
• Sr. Data Architect
• Data Architect
• Sr. Enterprise Architect
• Enterprise Architect
• Sr. Network Architect
• Network Architect
• Information Architect
• Security Architect
• Sr. Mobility Architect
• Mobility Architect
• Sr. Cloud Architect
• Cloud Architect
• SAP Architect
• HCL Notes/Domino Architect
• Data Warehouse/BI Architect
• Web Architect

• Tier 1 U.S. Cities (see list)
• Tier 2 U.S. Cities (see list)
• All U.S. Cities (see list)

• Active Directory
• Active Server Pages
• Agile Software Development
• Amazon Web Services (EC2, ECS, S3, SQS, ELB, et. al.)
• AWS CloudFormation
• Artificial Intelligence
• Artificial Intelligence for IT Operations (AIOps)
• AWS CloudFormation
• AWS CloudFront/CloudFront Functions
• Azure Active Directory
• Azure Key Vault
• Axure Machine Learning
• Big Data
• Blockchain
• Business analysis
• Business analytics
• Business intelligence
• Business performance management software/systems
• Business process management/modeling/improvement
• C
• C#
• C++
• C++ /CLI
• Caffe
• Capacity Planning/Management
• Change Management
• Cloud Architecture
• COBIT
• Collaboration software
• Complex Event Processing/Event Correlation
• Continuous Delivery
• Continuous Improvement
• Continuous Integration
• CRM
• Cyber Threat Intelligence
• Data Analytics
• Data Architecture
• Data Engineering
• Data Governance
• Data Integration
• Data Management
• Data mining
• Data Modelling
• Data Privacy
• Data Protection
• Data Science
• Data Security
• Data Strategy
• Data Transformation
• Data Visualization
• DataOps
• DB2
• Deep Learning
• DevOps
• DevSecOps
• Digital Analytics
• Digital Marketing
• Event-Driven Architecture
• Google Cloud Platform
• IaaS  
• Information Management
• Infrastructure architecture
• IT Governance
• ITIL V3/V4
• Java SE/Java EE
• Java Server Pages
• Keras
• Linux
• Machine Learning
• Microservices
• Microsoft .NET
• Microsoft BizTalk Server
• Microsoft Commerce Server
• Microsoft Internet Information Server (IIS)
• Microsoft SQL Server 2019/2016/2014/2012
• MLOps
• MySQL
• NetWeaver
• Network Architecture
• Neural Network
• NewSQL
• NoSQL
• Oracle applications Developer Framework
• Oracle DB 10g/11i/12c
• Oracle E-business suite
• Oracle WebLogic/Portal
• PaaS
• Performance Analysis/Tuning
• Performance management/metrics
• Performance Testing
• Perl
• Predictive Analytics and Modeling
• Prescriptive Analytics
• Program Management
• Project management/governance
• Quality management/TQM
• Requirements Engineering/Analysis
• REST
• RESTful
• Risk analytics/assessment
• Risk management
• SaaS
• Sailpoint
• Salesforce
• SAP ESA (Enterprise Services Architecture)
• SAP Exchange Infrastructure (XI)
• Security architecture and models
• Six Sigma/Lean Six Sigma
• SQL
• Storage virtualization/administration
• SUSE
• Test automation
• Tivoli
• TOGAF
• Unix (all)
• Vagrant
• vCloud
• Virtual Security
• Virtualization (various)
• Visual Basic 6.0
• Visual SQL
• VMware ESXi Server
• VMware NSX
• VMware vSphere
• Web infrastructure
• WebSphere
• Windows 10/11
• Windows NT
• Windows Server 2019/2016/2012
• Wireless security
• Wireless sensors/RFID
• XHTML
• XML(all variants)
• Zachman Framework

• AWS Certified Solutions Architect - Associate
• AWS Certified Solutions Architect - Professional
• Certified Associate in Project Management
• Certified Cloud Architect
• Certified in Governance, Risk and Compliance
• Certified in Risk and Information Systems Control (CRISC)
• Certified in the Governance of Enterprise IT (CGEIT)
• Certified Information Security Manager (CISM)
• Certified Information Systems Auditor (CISA)
• Certified Information Systems Risk Manager/Mile2
• Certified Information Systems Security Professional (CISSP)
• Certified IT Architect (IASA CITA)
• Certified Professional Scrum Product Owner
• Certified Scrum Developer
• Certified Scrum Product Owner
• Certified Scrum Product Owner - Advanced
• Certified Scrum Professional - ScrumMaster
• Certified Scrum Trainer
• Certified ScrumMaster
• Certified ScrumMaster - Advanced
• Cisco Certified Architect
• Cisco Certified Internetwork Expert (CCIE, all variations)
• Cisco Certified Network Associate (CCNA Routing and Switching)
• Cisco Certified Network Associate (Network Security)
• Cisco Certified Network Associate (Networking automation and programmability)
• Cisco Certified Network Associate (was CCNA Cloud)
• Cisco Certified Network Associate (was CCNA Collaboration)
• Cisco Certified Network Associate (was CCNA Wireless)
• Cisco Certified Network Associate (was Design Associate)
• Cisco Certified Network Professional - Collaboration
• Cisco Certified Network Professional - Enterprise (was CCNP Routing and Switching
• Cisco Certified Network Professional - Enterprise (was CCNP Wireless)
• Cisco Certified Network Professional - Security
• Cisco Certified Network Professional (CCNP)
• Cisco Certified Network Professional (was CC Design Professional)
• Citrix Certified Associate - Networking
• Citrix Certified Associate - Virtualization
• Citrix Certified Expert - Networking
• Citrix Certified Expert - Virtualization
• Citrix Certified Professional - Networking
• Citrix Certified Professional-Virtualization (CCP-V)
• CompTIA Cloud Essentials
• CompTIA Cloud+
• CompTIA Cybersecurity Analyst+ (CySA+)
• CompTIA Mobility+
• CompTIA Network (Network+)
• CompTIA Project+
• CompTIA Security+
• CompTIA Storage+
• Convergence Technologies Professional (CTP)
• CSX CyberSecurity Practitioner (CSXP)
• Dell Cloud Services Architect - Expert (DCE - CA)
• Dell EMC Technology Architect - Expert (DCE-TA)
• Dell EMC Technology Architect - Specialist (DCS-TA)
• EC-Council Certified Network Defense Architect (CNDA)
• GIAC Defensible Security Architecture (GDSA)
• Google Certified Professional Cloud Architect
• HP Master ASE – Hybrid IT Solutions Architect V1
• HP Master ASE - Storage Solutions Architect V3
• IBM Certified Data Architect – Big Data
• IBM Certified Database Administrator - DB2 11.1 for Linux, UNIX and Windows
• IBM Certified Solution Architect – Cloud v4
• IBM Certified Solution Architect - Data Warehouse V1
• InfoSys Security Architecture Professional (ISSAP/CISSP)
• ITIL Expert Certification
• ITIL Foundation Certification
• ITIL Intermediate Level Certification
• ITIL Master Level Certification
• Linux Professional Institute certification (LPIC-Level 2)
• Linux Professional Institute certification (LPIC-Level 3)
• Microsoft Certified Azure Fundamentals
• Microsoft Certified Azure Solutions Architect
• Microsoft Certified Azure Solutions Architect Expert
• Microsoft Certified Solutions Developer (MCSD)
• Microsoft Certified Solutions Expert: Server Infrastructure
• Microsoft Certified Solutions Expert: Data Platform
• Microsoft Certified Solutions Expert: Desktop Infrastructure
• Microsoft Certified: Azure AI Engineer Associate
• Microsoft Certified: Azure Developer Associate
• Microsoft Certified: Azure Security Engineer Associate
• Microsoft Certified: DevOps Engineer Expert
• NetApp Certified Hybrid Cloud Architect
• Open Group Certified Architect
• Open Group Certified IT Specialist
• Oracle Certified Associate - DBA (OCA)
• Oracle Certified Associate - MySQL 5
• Oracle Certified Expert - MySQL 5.1 Cluster Database Administrator
• Oracle Certified Master - DBA (OCM)
• Oracle Certified Master - Java EE Enterprise Architect
• Oracle Certified Professional - Database Cloud Administrator
• Oracle Certified Professional - DBA (OCP)
• Oracle Certified Professional - MySQL 5.x Database Administrator
• Oracle Cloud Infrastructure 2021 Certified Architect Professional
• Oracle SOA 12c Certified Implementation Specialist
• Pegasystems Certified Lead System Architect
• Pegasystems Certified Pega Business Architect
• Pegasystems Certified Robotics System Architect
• Pegasystems Certified Senior Systems Architect
• Pegasystems Certified System Architect
• Pivotal Application Architect
• PMI Agile Certified Practitioner (PMI-ACP)
• PMI Certified Associate in Project Management (CAPM)
• PMI Portfolio Management Professional (PfMP)
• PMI Program Management Professional (PgMP)
• PMI Project Management Professional(PMP)
• PMI Risk Management Professional (PMI-RMP)
• Qlik Sense Data Architect
• Red Hat Certified Architect (RHCA)
• Red Hat Certified Architect: Cloud
• Red Hat Certified Architect: Enterprise Applications
• Red Hat Certified Architect: Infrastructure
• Salesforce Certified Application Architect
• Salesforce Certified Data Architecture and Management Designer
• Salesforce Certified Integration Architecture Designer
• Salesforce Certified Systems Architect
• Salesforce Certified Technical Architect
• Salesforce Development Lifecycle and Deployment Architect
• Salesforce Identity and Access Management Architect
• SNIA Certified Storage Architect (SCSA)
• SUSE Enterprise Architect (SEA)
• Teradata 16 Certified Enterprise Architect
• TIBCO Certified Architect
• TOGAF 9 Certified
• VMware Certified Advanced Professional 6.5 - Data Center Virtualization Design
• VMware Certified Advanced Professional – Network Virtualization
• VMware Certified Advanced Professional (all)
• VMware Certified Advanced Professional 6/7 - Cloud Mgt and Automation Deployment
• VMware Certified Advanced Professional 6/7 - Cloud Mgt and Automation Design
• VMware Certified Design Expert – Network Virtualization
• VMware Certified Design Expert - Cloud Mgt and Automation
• VMware Certified Design Expert (all)
• VMware Certified Design Expert 6 - Data Center Virtualization
• VMware Certified Professional - Digital Workspace
• VMware Certified Professional – Desktop Management 2021
• VMware Certified Professional - Network Virtualization
• VMware Certified Professional 6 - Data Center Virtualization (VCP6-DCV)
• VMware Certified Professional 6.5 - Data Center Virtualization (VCP6.5-DCV)
• VMware Certified Professional 6/6.5
• VMware Certified Professional 6/7 - Cloud Mgt and Automation
• Zachman Certified - Enterprise Architect

• Director, Network Systems
• Director, Network Operations
• Director, Network Engineering
• Director, Enterprise Messaging
• Manager, Network Operations  
• Manager, Network Engineering
• Sr. Network Architect
• Network Architect
• Sr. Network Technician  
• Network Technician  
• Sr. Network Administrator
• Network Administrator
• Senior Network Engineer
• Network Engineer
• Sr. Storage/SAN Administrator
• Storage/SAN Administrator
• Sr. Enterprise Messaging Engineer
• Enterprise Messaging Engineer

• Tier 1 U.S. Cities (see list)
• Tier 2 U.S. Cities (see list)
• All U.S. Cities (see list)

• ATM
• Cisco CUCM
• Cisco ICM
• Cisco ISE (Identity Services Engine)
• Cisco UCCE
• Cisco UCCX
• Cloud architecture
• Cloud security
• Dynamic Host Configuration Protocol
• EIGRP
• Ethernet Switching
• Fast Ethernet
• Gigabit Ethernet (1 GigE/10 GigE)
• HTTPS
• IaaS (Infrastructure as a Service)
• Information management
• Infrastructure architecture
• Intrusion prevention/detection systems
• IPX/SPX
• Juniper
• LAN
• WiMAX/LTE
• Microsoft Hyper-V
• Microsoft Virtual Server
• Mobile operating systems (iOS, Android, etc.)
• Multiprotocol Label Switching (MPLS)
• NAS/Network Attached Storage
• Network access control/Identity mgt sys.
• Network security management
• Novell Netware
• PaaS
• Puppet
• Rackspace Cloud
• Routing (e.g. OSPF, RIP, IGRP)
• SAN/Storage Area Networking
• Security skills (DW/BI, ERP, Web, project assigments)
• SMTP
• SNA
• Social Media/Networks
• Storage virtualization/administration
• TCP/IP
• Tivoli
• vCloud
• Virtual security
• Virtualization (various)
• VMware ESXi Server
• VMware NSX
• VoIP/IP telephony
• VPN/OpenVPN
• WAN 4G/5G services
• Wikis
• Wireless network management (LANs, GSM)
• Wireless security
• Wireless sensors/RFID
• Wireline Networking/Telecommunications
• WML

• Avaya Certified Integration Specialist (ACIS)
• Avaya Certifed Design Specialist (ACDS)
• Avaya Certified Implementation Specialist
• Avaya Certified Solutions Specialist (ACSS)
• Avaya Professional Design Specialist (APDS)
• AWS Certified Solutions Architect - Associate (Cloud)
• AWS Certified Solutions Architect - Professional (Cloud)
• BICSI ITS Technician
• BICSI Technician and Registered Communications Distribution Designer
• Brocade Certified Fabric Designer (BCSD)
• Brocade Certified Fabric Professional (BCFP)
• Brocade Certified Network Engineer
• Brocade Certified Network Professional
• Certification Partners Convergence Technologies Professional (CTP)
• Certified IP Telecom Network Specialist (CIPTS)
• Certified in Convergent Network Technologies (CCNT)
• Certified Telecommunications Network Specialist (CTNS)
• Cisco Certified Design Associate (CCDA)
• Cisco Certified Design Expert (CCDE)
• Cisco Certified Design Professional (CCDP)
• Cisco Certified Entry Network Technician (CCENT)
• Cisco Certified Internetwork Expert (CCIE, all variations)
• Cisco Certified Network Administrator - Cloud
• Cisco Certified Network Associate - Routing and Switching
• Cisco Certified Network Associate - Data Center
• Cisco Certified Network Associate - Wireless
• Cisco Certified Network Associate (CCNA)
• Cisco Certified Network Professional - Cloud
• Cisco Certified Network Professional - Data Center
• Cisco Certified Network Professional - Routing and Switching
• Cisco Certified Network Professional - Wireless (CCNP Wireless)
• Cisco Certified Network Professional (CCNP)
• Cisco Certified Network Professional: Collaboration
• Cisco Certified Systems Instructor (CCSI)
• Cisco Data Center Unified Computing Design Specialist
• Cisco Data Center Unified Computing Support Specialist
• Cisco Data Center Unified Fabric Design Specialist
• Cisco Data Center Unified Fabric Support Specialist
• CompTIA Mobility+
• CompTIA Network (Network+)
• CompTIA Storage+
• Convergence Technologies Professional (CTP)
• CWNP/Certified Wireless Analysis Professional (CWAP)
• CWNP/Certified Wireless Design Professional (CWDP)
• CWNP/Certified Wireless Network Administrator (CWNA)
• CWNP/Certified Wireless Network Expert (CWNE)
• CWNP/Certified Wireless Network Trainer (CWNT)
• CWNP/Certified Wireless Technology Specialist (CWTS)
• EMC Cloud Engineer (EMCCE)
• EMC Implementation Engineer - Expert (EMCIE)
• EMC Implementation Engineer - Specialist (EMCIE)
• EMC Information Storage Associate (EMCISA)
• EMC Platform Engineer - Specialist (EMCPE)
• EMC Storage Administrator - Associate (EMCSA-A)
• EMC Storage Administrator - Expert (EMCSA-E)
• EMC Storage Administrator - Specialist (EMCSA-S)
• EMC Technology Architect - Expert (EMCTA)
• EMC Technology Architect - Specialist (EMCTA)
• Google Professional Cloud Network Engineer
• Huawei Certified Network Associate (all)
• Huawei Certified Network Expert (all)
• Huawei Certified Network Professional (all)
• IBM Certified Specialist - Virtualized Storage V1
• Juniper Networks Certified Internet Associate (JNCIA)
• Juniper Networks Certified Internet Expert (JNCIE)
• Juniper Networks Certified Internet Professional (JNCIP)
• Juniper Networks Certified Internet Specialist (JNCIS)
• NetScout/nGenius Certified Analyst (nCA)
• NetScout/nGenius Certified Expert (nCE)
• NetScout/nGenius Certified Master (nCM)
• NetScout/nGenius Certified Professional (nCP)
• SNIA Certified Storage Architect (SCSA)
• SNIA Certified Storage Networking Expert (SCSN-E)
• SNIA Certified Storage Professional (SCSP)
• SNIA Certified Systems Engineer (SCSE)
• SolarWinds Certified Professional (SCP)
• VMware Certified Advanced Professional – Network Virtualization
• VMware Certified Design Expert – Network Virtualization
• VMware Certified Professional - Network Virtualization

•   Manager, A.I./ML Engineering
•   Lead A.I./ML Engineer
•   Principal A.I./ML Engineer
•   Senior A.I./ML Engineer
•   A.I./ML Engineer
•   Prompt Engineer
•   Big Data Engineer
•   Lead A.I. Data Analyst
•   Principal A.I. Data Analyst
•   Senior A.I. Data Analyst
•   A.I. Data Analyst
•   A.I. Product Manager
•   Human A.I. Collaboration Manager
 

• Tier 1 U.S. Cities (see list)
• Tier 2 U.S. Cities (see list)
• All U.S. Cities (see list)
• Canadian cities (see list)

• AI Chatbot
• Apache Spark
• Artificial Intelligence
• Artificial Intelligence for IT Operation (AIOPs)
• Artificial Intelligence Model Optimization
• Azure Machine Learning
• Azure OpenAI
• Big Data
• Big Data analytics
• Business analysis
• C++
• ChatGPT
• CI/CD
• Cloud architecture
• Cloud security
• Computer Vision
• Convolutional Neural Network
• DataRobot Enterprise AI Platform
• Data Architecture
• Data Analytics
• Data Management
• Data Science
• Data Visualization
• Deep Learning
• Docker/Docker Swarm
• Generative AI
• Gradio
• H20.ai
• Java
• JavaScript
• Keras
• Kubernetes
• Large Language Model/LLM tuning
• Machine Learning
• Microsoft Copilot
• Midjourney
• Model Tuning
• Natural Language Processing
• Neural Networks
• NoSQL
• Object Detection
• Platform Engineering
• Prompt Engineering
• Python
• PyTorch
• Quantitative Analysis/Regression Analysis
• R language
• SQL
• Stable Diffusion
• TensorFlow
• YOLO

• Artificial Intelligence Engineer (AIE)
• Certified Artificial Intelligence Scientist (CAIS)
• Fundamentals of Google AI for Web-Based Machine Learning
• IBM AI Engineering Professional Certificate
• IBM Certified Specialist - AI Enterprise Workflow V1
• Microsoft Certified: Azure AI Engineer Associate
• Professional Machine Learning Engineer
• SAS Certified Professional: AI and Machine Learning

• Vice President, SAP Program Management
• SAP Project Manager
• SAP Master Data Manager
• SAP Design Architect
• Sr. SAP Configuration Analyst
• SAP Configuration Analyst
• Sr. SAP Business Analyst
• SAP Business Analyst
• SAP Functional Analyst (SME)
• Sr. BASIS Administrator
• BASIS Administrator
• Associate BASIS Administrator
• Sr. ABAP Developer
• ABAP Developer
• Associate ABAP Developer

• Tier 1 U.S. Cities (see list)
• Tier 2 U.S. Cities (see list)
• All U.S. Cities (see list)

• ABAP (all modules)
• Accelerated SAP (Solutions Lifecycle Management)
• Business Objects/BOBJ
• Netweaver
• NetWeaver BI (SAP BW)
• NetWeaver Portals (SAP EP)
• SAP AFS
• SAP ALE
• SAP APO
• SAP Ariba
• SAP Auto-ID Infrastructure
• SAP Basis Components
• SAP BI
• SAP BODI (Business Objects Data Integrator)
• SAP BODS (SAP Data Services)
• SAP BOXI (Business Objects XI)
• SAP BPC  
• SAP BSP  
• SAP Business One
• SAP Business Workflow/Webflow
• SAP BusinessObjects Dashboards
• SAP CA
• SAP CAF
• SAP CAR
• SAP CCM
• SAP CE
• SAP CFM
• SAP CO
• SAP CO-PA
• SAP CRM
• SAP Crystal Reports
• SAP CS
• SAP Data Services (BODS)
• SAP Digital Banking
• SAP EBP  
• SAP EDI
• SAP EHS
• SAP EPM
• SAP ERP Operations
• SAP ESA  
• SAP Exchange Infrastructure(XI)
• SAP EWM
• SAP FI
• SAP FI - CA
• SAP - CO
• SAP FI - FSCM
• SAP FI - Travel Management
• SAP Fiori
• SAP for Retail(IS-Retail)
• SAP FS
• SAP Forecasting and Replenishment
• SAP GRC
• SAP GTS
• SAP HANA
• SAP HCM (SAP HR)
• SAP HCM ESS/MSS
• SAP HR-PA
• SAP HR-PY
• SAP Hybris
• SAP IBP (Integrated Business Planning)
• SAP IS-U (Utilities)
• SAP ITS
• SAP Leonardo
• SAP LES
• SAP LO
• SAP Lumira
• SAP Manufacturing
• SAP MDG
• SAP MDM
• SAP MDX
• SAP MI
• SAP MII
• SAP MM
• SAP MRO
• SAP MRS
• SAP Netweaver Applications Server
• SAP Netweaver BW
• SAP NetWeaver Visual Composer
• SAP NWDI
• SAP NWDS
• SAP Oil & Gas
• SAP PI (NetWeaver Process Integration)
• SAP PLM
• SAP PM
• SAP Point-of-Sale Data Management
• SAP PP
• SAP PS
• SAP PSCD
• SAP Public Sector Management
• SAP QM
• SAP S/4HANA
• SAP SCM
• SAP SD
• SAP SD - GTS
• SAP Security
• SAP SEM
• SAP Service and Asset Management
• SAP SM
• SAP Smart Forms
• SAP Solution Manager
• SAP SRM
• SAP TM
• SAP UI development toolkit for HTML5
• SAP VMS (IS-A-VMS)
• SAP Web Application Server
• SAP WEBI (BusinessObjects Web Intelligence)
• SAP WM
• SAP WM - EWM
• SuccessFactors
• Web Dynpro

• (No SAP certifications pay included in this report)

• Vice President, Information Security  
• Director, Information Security
• Manager, Information Security
• Security Architect
• Threat Intelligence Analyst
• Lead Information Security Analyst
• Sr. Information Security Analyst
• Information Security Analyst
• Sr. Security Administrator
• Security Administrator
• Sr. SAP Security Administrator
• Lead Cyber Security Specialist
• Sr. Cyber Security Specialist
• Cyber Security Specialist
• Lead Cyber Security Analyst
• Sr. Cyber Security Analyst
• Cyber Security Analyst
• Web Security Manager
• Data Warehouse/BI Security Manager
• HCL Domino Security Manager
• Sr. Network Administrator
• Network Administrator

• Tier 1 U.S. Cities (see list)
• Tier 2 U.S. Cities (see list)
• All U.S. Cities (see list)

• Artificial intelligence
• Artificial intelligence for IT Operations(AIOps)
• Azure Key Vault
• Azure OpenAI
• Azure Sentinel
• Business continuity and disaster recovery planning
• ChatGPT
• Cisco ISE (Identity Services Engine)
• Cloud security
• Cryptography (encryption, VPN, SSL/TLS. Hybrids)
• Cyber Threat Intelligence
• Cybersecurity
• Data governance
• Data privacy
• Data protection
• Data security
• Data strategy
• DevSecOps
• Digital Forensics
• General Data Protection Regulation(GDPR) (EU) 2016/679
• Governance, Risk Management, and Compliance
• Identity and access management
• Incident Management
• Information risk management
• Intrusion prevention/detection systems
• IT auditing
• IT governance
• ITIL V3/V4
• Microsoft Forefront Threat Management Gateway
• Microsoft Hyper-V
• Microsoft Identity Integration Server (MIIS)
• Microsoft SCCM
• Microsoft SCVMM
• Mobile security
• Network access control/Identity mgt sys.
• Network security management
• NIST/NIST 800
• Penetration testing
• Project management/governance
• Risk assessment/analysis
• Risk management
• SAP GRC
• SAP Security
• SAP MDG (Master Data Governance)
• Secure coding/software development
• Security architecture and models
• Security auditing
• Security Information and Event Management (SIEM)
• Security management
• Security skills with project assignments, (e.g. DW, CRM, Web, ERP)
• Security testing
• ServiceNow ITSM
• SolarWinds Orion
• Spring security
• Threat Detection/Modelling/Management
• Virtual security
• VMware ESXi Server
• VMware NSX
• VMware vSphere
• Vulnerability Scanning/Assessment/Management
• Web services security
• Wireless security

• AccessData Certified Examiner
• Arcitura Certified Cloud Security Specialist
• AWS Certified Security - Specialty
• BTA Certified Blockchain Security Professional
• Certificate of Cloud Security Knowledge
• Certified Business Continuity Professional
• Certified Business Continuity Manager  
• Certified Cloud Security Professional
• Certified Compliance Professional
• Certified Computer Examiner
• Certified Data Privacy Solutions Engineer  
• Certified Disaster Recovery Engineer  
• Certified Forensic Computer Examiner  
• Certified Fraud Examiner
• Certified Healthcare Information Security and Privacy Practitioner
• Certified in Governance, Risk and Compliance(formerly CAP)  
• Certified in Risk and Information Systems Control
• Certified in the Governance of Enterprise IT (CGEIT)  
• Certified Information Privacy Manager- all countries
• Certified Information Privacy Professional - all countries
• Certified Information Privacy Technologist- all countries
• Certified Information Security Manager  
• Certified Information Systems Auditor
• Certified Information Systems Risk Manager/Mile2  
• Certified Information Systems Security Professional
• Certified IT Compliance Professional
• Certified Penetration Testing Engineer  
• Certified Protection Professional
• Certified Secure Software Lifecycle Professional
• Check Point Certified Master Architect
• Check Point Certified Security Administrator
• Check Point Certified Security Expert
• Check Point Certified Security Master
• Cisco Certified CyberOps Associate
• Cisco Certified Network Associate - Network Security
• Cisco Certified Network Professional - Security  
• CIW Web Security Professional
• CompTIA Advanced Security Practitioner (CASP)
• CompTIA Cybersecurity Analyst+ (CySA+)
• CompTIA Mobile App Security+
• CompTIA PenTest (CPT+)
• CompTIA Security+
• CSX CyberSecurity Practitioner
• CWNP Certified Wireless Security Professional
• CyberSecurity Forensic Analyst
• EC-Council Certified Application Security Engineer
• EC-Council Certified Chief Information Security Officer
• EC-Council Certified Cloud Security Engineer
• EC-Council Certified DevSecOps Engineer
• EC-Council Certified Encryption Specialist v2
• EC-Council Certified Ethical Hacker
• EC-Council Certified Incident Handler
• EC Council Certified Network Defender
• EC-Council Certified Network Defense Architect
• EC-Council Certified SOC Analyst
• EC-Council Certified Computer Hacking Forensics Investigator
• EC-Council Disaster Recovery Professional
• EC-Council Certified Penetration Testing Professional
• EC_Council Certified Threat Intelligence Analyst
• EC-Council Web Applications Hacking and Security Testing
• Fortinet Certified Expert in Cybersecurity (FCX)
• Fortinet Network Security Expert (NSE - all levels)
• Fortinet Network Security Professional
• Google Professional Cloud Security Engineer
• IAPP Certified Information Privacy Professional
• IAPP Certified Information Privacy Manager
• IBM Cloud Security Engineer Specialty
• InfoSys Security Management Professional (ISSMP/CISSP)
• InfoSys Security Architecture Professional (ISSAP/CISSP)
• InfoSys Security Engineering Professional (ISSEP/CISSP)
• Mile2 Certified Cloud Security Officer(C)CSO)
• Microsoft Certified: Azure Security Engineer Associate
• Offensive Security Certified Expert
• Offensive Security Defense Security Expert
• Offensive Security Experienced Penetration Tester
• Offensive Security Exploitation Expert
• Offensive Security Wireless Professional
• Okta Certified Administrator
• Okta Certified Consultant
• Okta Certified Developer
• Okta Certified Professional
• PMI Risk Management Professional (PMI-RMP)
• Professional Certified Investigator
• Qualified Information Security Professional Q/ISP
• RSA Certified Administrator (RSA/CA)
• SANS/GIAC Assessing and Auditing Wireless Networks
• SANS/GIAC Certified Defending Advanced Threats
• SANS/GIAC Certified Detection Analyst
• SANS/GIAC Enterprise Defender
• SANS/GIAC Certified Forensic Analyst  
• SANS/GIAC Certified Forensics Examiner
• SANS/GIAC Certified Incident Handler
• SANS/GIAC Certified Intrusion Analyst
• SANS/GIAC Certified Penetration Tester  
• SANS/GIAC Certified Project Manager  
• SANS/GIAC Certified Web Application Defender
• SANS/GIAC Certified Windows Security Admin
• SANS/GIAC Cloud Forensic Responder
• SANS/GIAC Cloud Penetration Tester
• SANS/GIAC Cloud Security Automation
• SANS/GIAC Cloud Penetration Tester
• SANS/GIAC Cloud Security Essentials
• SANS/GIAC Continuous Monitoring Certification
• SANS/GIAC Critical Controls Certifications
• SANS/GIAC Critical Infrastructure Protection Cert
• SANS/GIAC Cyber Threat Intelligence  
• SANS/GIAC Defending Advanced Threats
• SANS/GIAC Defensible Security Architect
• SANS/GIAC Experienced Cyber Security
• SANS/GIAC Experienced Forensic Analyst
• SANS/GIAC Experienced Incident Handler
• SANS/GIAC Experienced Intrusion Analyst
• SANS/GIAC Exploit Researcher and Advanced Penetration Tester
• SANS/GIAC Global Industrial Cyber Security Professional
• SANS/GIAC Information Security Fundamentals  
• SANS/GIAC Information Security Professional
• SANS/GIAC iOS and MacOS Examiner
• SANS/GIAC Mobile Device Security Analyst  
• SANS/GIAC Network Forensic Analyst
• SANS/GIAC Public Cloud Security
• SANS/GIAC Python Coder
• SANS/GIAC Reverse Engineering Malware
• SANS/GIAC Security Essentials  
• SANS/GIAC Security Leadership
• SANS/GIAC Security Operations Certified
• SANS/GIAC Security Operations Manager
• SANS/GIAC Strategic Planning, Policy, and Leadership
• SANS/GIAC Systems and Network Auditor  
• SANS/GIAC Web Application Penetration Tester
• Systems Security Certified Practitioner (SSCP)  
• VMware Certified Professional - Security 2021

• Vice President, Systems and Networks
• Director, Systems and Networks
• Director, Systems Engineering
• Manager, Systems Engineering
• Manager, Operation Services
• Sr. Systems Administrator
• Systems Administrator
• Sr. Systems Engineer
• Systems Engineer
• Lead Cloud Engineer
• Sr. Cloud Engineer
• Cloud Engineer
• Sr. PC Support Technician
• PC Support Technician
• Sr. Storage/SAN Administrator
• Storage/SAN Administrator

• Tier 1 U.S. Cities (see list)
• Tier 2 U.S. Cities (see list)
• All U.S. Cities (see list)

• Active Directory
• AIX
• Ansible
• Apache Flume
• Arista
• ATM
• Azure Active Directory
• CA Endevor
• Capacity Planning/Management
• Chef/Opscode
• Cisco ISE (Identity Services Engine)
• Cisco Nexus
• Citrix Hypervisor (XenServer)
• Citrix Netscaler
• Citrix Virtual Apps (XenApp)
• Cloud architecture
• Cloud security
• Configuration Management
• DevOps
• DevSecOps
• Dynamic Host Configuration Protocol
• E-Procurement
• HP Converged System
• HP Quality Center
• HPUX
• Infrastructure architecture
• IaaS (Infrastructure as a Service)
• Infrastructure architecture
• Infrastructure as Code(IaC)
• IPX/SPX
• IT Governance
• JBoss/WildFly
• Kanban
• Linux
• Machine learning
• Marketo
• Microservices
• Microsoft Application Virtualization (AppV)
• Microsoft Azure
• Microsoft BizTalk Server
• Microsoft Commerce Server (incl. 2007)
• Microsoft Hyper-V
• Microsoft Identity Integration Server
• Microsoft Internet Information Services (IIS)
• Microsoft Internet Security and Acceleration Server (ISA)
• Microsoft SCCM
• Microsoft SCVMM
• Microsoft Sharepoint/Sharepoint Server
• Microsoft SQL Server 2016/2014/ 2012/2008/2005
• Microsoft Team Foundation Server
• Microsoft Virtual Server
• Microsoft Visual Studio
• Mobile device management
• Mobile operating systems (iOS, Android, etc.)
• Mobile security
• Multiprotocol Label Switching (MPLS)
• NAS/Network Attached Storage
• NGFW(next gen firewall)
• Network access control/Identity mgt sys.
• OpenStack
• Oracle WebLogic
• PaaS
• Performance Analysis/Tuning
• Performance Testing
• Project Management/ Governance
• Puppet
• Quality management/TQM
• Rackspace Cloud
• Red Hat Enterprise Linux
• RedHat OpenShift
• Requirements Engineering/ Analysis
• Risk analytics/assessment
• Risk management
• RFID/Wireless sensors
• Robotic Process Automation
• Routing (e.g. OSPF)
• Salt
• SAN/Storage Area Networking
• Security Architecture and models
• Security Information and Event Management
• Security skills with project assignments
• Service Management  
• ServiceNow ITSM
• Six Sigma/Lean Six Sigma
• Solaris
• SolarWinds
• Storage virtualization/administration
• SUSE
• Test Automation
• Tivoli
• Unix (all)
• Vagrant
• vCloud
• Virtualization (various)
• Virtual security
• VMware Server/ESX, ESXi Server
• VMware NSX
• VMware vSphere
• Web Infrastructure
• Windows 10
• Windows NT
• Windows Server 2008/2012
• Wireless security

• AWS Certified SysOps Administrator-Associate
• Certified Cloud Technology Professional
• Certified Data Center Management Professional
• Certified Kubernetes Administrator
• Certified Kubernetes Security Specialist
• Citrix Certified Administrator - Networking (CCA)
• Citrix Certified Associate - Virtualization
• Citrix Certified Expert - Networking
• Citrix Certified Expert - Virtualization
• Citrix Certified Professional – Mobility (CCP-M)
• Citrix Certified Professional - Networking
• Citrix Certified Professional-Virtualization (CCP-V)
• Cloud U (Rackspace)
• Cloudera Certified Associate Administrator
• CompTIA Linux+
• CompTIA Server+
• Dell Cloud Infrastructure Design Proven Professional
• Dell Cloud Services Architect - Expert (DCE - CA)
• Dell Cloud Services Design Proven Professional
• Dell Data Science Associate (DCA-DS)
• Dell Data Science Specialist - Advanced Analytics (DCS-DA)
• Dell Information Storage and Management Foundations
• Dell Platform Engineer/PowerScale - Specialist (DCS-PE)
• Dell PowerEdge Association(EMC)
• Dell PowerEdge Professional(EMC)
• Dell PowerMax (all - Maintenance/Install/Operate)
• Dell PowerStore (all - Deploy/Operate)
• Google Associate Cloud Engineer
• HP Accredited Integration Specialist
• HP Accredited Solutions Expert
• HP Accredited Technical Professional
• HP ASE – Cloud Integrator V2
• HP ASE - Storage Solutions Architect V1 /V2
• HP ASE Cloud Architect V2
• HP ATP - Cloud Administrator V1
• HP ATP - Storage Solutions V1 /V2
• HP Master Accredited Solutions Expert (MASE - all)
• IBM Advanced Systems Administrator (all)
• IBM Certified Solution Advisor - Cloud Computing Architecture V5
• IBM Certified Solution Advisor - DevOps V2
• IBM Certified Solution Architect – Cloud Computing Infrastructure V1
• IBM Certified Specialist - z System (all)
• IBM Certified Specialist - Virtualized Storage V1
• IBM Certified Systems Administraton: WebSphere DataPower SOA
• IBM Certified Systems Administrator - AIX V1
• IBM Certified Systems Administrator (all)
• Linux Foundation Certified Engineer
• Linux Foundation Certified Systems Admin
• Linux Professional Institute certification (LPIC-Level 2)
• Linux Professional Institute certification (LPIC-Level 3)
• Microsoft Certified Professional
• Microsoft Certified Solutions Associate(all)
• Microsoft Certified Solutions Associate: Cloud Platform
• Microsoft Certified Solutions Associate: Microsoft Dynamics 365
• Microsoft Certified Solutions Associate: Windows Server 2012/2016
• Microsoft Certified Solutions Expert – Server Infrastructure
• Microsoft Certified Solutions Expert: Business Intelligence
• Microsoft Certified Solutions Expert: Cloud Platform and Infrastructure
• Microsoft Certified Solutions Expert: Desktop Infrastructure
• Microsoft Certified Trainer  
• Microsoft Specialist in Windows 10
• NetApp Certified Data Administrator
• NetApp Certified Implementation Engineer
• NetApp Certified Storage Associate
• Oracle Certified Expert, Oracle Solaris 10 Network Administrator for Solaris
• Oracle Certified Professional - Solaris 10 Systems Administrator
• Oracle Linux Certified Administrator  
• Oracle VM 3.0 for x86 Certified Implementation Specialist
• Pivotal Clound Foundry Operator
• PMI Agile Certified Practitionerl
• PMI Program Management Professional    
• PMI Project Management Professional
• PMI Risk Management Professional
• Rackspace Certified Technician
• Red Hat Certified Architect  
• Red Hat Certified Architect: Cloud
• Red Hat Certified Architect: DevOps
• Red Hat Certified Datacenter Specialist  
• Red Hat Certified Engineer
• Red Hat Certified Specialist in Linux Performance Tuning
• Red Hat Certified Specialist in Cloud Infrastructure  
• Red Hat Certified System Administrator in Red Hat OpenStack
• Red Hat Certified Systems Administrator
• Red Hat Certified Specialist in Virtualization
• RSA Certified Administrator (RSA/CA)
• Salesforce.com Certified Administrator
• Salesforce.com Certified Advanced Administrator
• ServiceNow Certified Application Developer
• ServiceNow Certified Application Developer
• ServiceNow Certified Application Developer
• SNIA Certified Storage Professional
• SNIA Certified Storage Networking Expert
• SNIA Certified Systems Engineer
• SNIA Certified Architect
• SUSE Certified Administrator
• SUSE Enterprise Engineer  
• SUSE Enterprise Architect  
• VMware Certified Advanced Professional 6.5– Data Center Virtualization Design  
• VMware Certified Advanced Professional (all)
• VMware Certified Advanced Professional 6– Data Center Virtualization Deployment
• VMware Certified Advanced Professional 6/7 - Cloud Mgt and Automation Deployment
• VMware Certified Advanced Professional 6/7 - Cloud Mgt and Automation Design  
• VMware Certified Associate - Data Center Virtualization
• VMware Certified Design Expert - Cloud Mgt and Automation
• VMware Certified Design Expert (all)
• VMware Certified Design Expert 6 - Data Center Virtualization
• VMware Certified Professional - Digital Workspace
• VMware Certified Professional 6 - Data Center Virtualization (VCP6-DCV)
• VMware Certified Professional 6.5 - Data Center Virtualization (VCP6.5-DCV)
• VMware Certified Professional 6/6.5 (all)  

• Director, Web Systems
• Manager, Web Systems
• Web Analytics Manager
• Sr. Web Analyst
• Web Project Manager
• Web Security Manager
• Web Architect
• Webmaster, Technical
• Sr. Web Designer/Site Builder
• Web Designer/Site Builder
• Sr. Web Developer
• Web Developer
• Web Engineer
• Web Site Administrator
• Web Customer Support Specialist

• Tier 1 U.S. Cities (see list)
• Tier 2 U.S. Cities (see list)
• All U.S. Cities (see list)

• Active Server Pages
• ActiveX
• AJAX
• Apache HTTP Web Server
• Apache Solr
• BEA WebLogic
• C
• C++
• C#
• CSS (Cascading Style Sheets)
• CGI
• Cold Fusion
• DB2
• Documentum
• F#
• HTML5
• Infrastructure architecture
• ISA server exp.
• Java/J2EE,SE,ME
• Java Database Connectivity
• Java Server Pages
• JavaBeans
• JavaFX
• JBoss Applications Server
• Joomla!
• jQuery
• JSON
• Linux
• Scripting languages (VBScript, Java Script, Jscript)
• Microsoft .NET (Visual Studio .NET, Visual Basic .NET, ASP.NET)
• Microsoft BizTalk Server
• Microsoft Blazor
• Microsoft Commerce Server
• Microsoft Content Management/Sharepoint Server
• Microsoft Identity Lifecycle Manager (Integration) Server
• Microsoft Internet Information Server (IIS)
• Microsoft NT Server
• Microsoft Silverlight
• Microsoft SQL Server
• Mobile applications development
• MySQL
• Network access control/Identity mgt sys.
• Oracle DB / 8i/9i/10g/11i
• Oracle Developer
• Oracle Fusion
• Oracle Workflow
• Perl
• PHP
• PL/SQL
• Project management
• Python
• RAD/Extreme Programming/Agile Programming
• Ruby
• Ruby on Rails
• Site Reliability Engineering
• SOAP(Simple Object Access Protocol)
• Spring Framework
• SQL Windows
• Sybase Adaptive Server
• Visual Basic
• Visual C++
• Visual J++
• Visual Interdev
• Visual SQL
• VoiceXML
• Web collaboration appliances
• WebSphere
• Windows NT
• Windows Server 2008/ 2003
• Windows Vista/XP/7
• WSDL (Web Services Description Language)
• XHTML MP/XHTML
• XAML/XACML
• XML(all variants)

• Certified Associate in Project Management
• Cisco/Certified Internetwork Expert
• Cisco Certified Internetwork Professional
• Cisco Certified Network Professional
• Cisco Certified Network Associate
• CompTIA Network Technician (Network+)
• CompTIA Linux+
• CompTIA Project+
• EC-Council Certified VoIP Professional
• GIAC Certified Forensics Analyst
• GIAC Certified Unix Security Administrator
• GIAC Certified Windows Security Administrator
• GIAC Information Security Professional
• GIAC Secure Software Programmer-- .NET
• GIAC Secure Software Programmer--Java
• GIAC Security Essentials Certification
• GIAC Security Leadership(GSLC)
• IBM Certified Advanced Database Administrator
• IBM Certified Database Administrator - DB2
• IBM Certified SOA Solution Designer
• IBM Certified Solutions Developer: WebSphere
• IBM Certified Solution Designer - WebSphere
• Linux Professional Institute certification (LPIC-Level 2)
• Linux Professional Institute certification (LPIC-Level 3)
• Microsoft Certified Applications Developer
• Microsoft Certified Database Administrator
• Microsoft Certified IT Professional (MCITP/all)
• Microsoft Certified Systems Engineer
• Microsoft Certified Professional+Internet
• Microsoft Certified Professional Developer (all)
• Microsoft Certified Solution Developer
• Microsoft Certified Systems Administrator
• Microsoft Certified Technology Specialist (all)
• Novell Certified Linux Engineer
• Novell Certified Linux Professional
• Novell/Certified Novell Administrator
• Novell/Certified Novell Engineerr
• Novell/Master Certified Novell Engineerr
• Novell/Certified Internet Professional
• Open Group Certified Architect (Open CA)
• Open Group Master Architect
• Oracle DB Administrator Certified Associate (OCA)
• Oracle DB Administrator Certified Master (OCM)
• Oracle DB Administrator Certified Professional (OCP)
• Oracle Certified Professional - Advanced PL/SQL Developer
• Oracle Certified Professional, PL/SQL Developer
• Oracle Certified Professional Application Server 10g Administrator
• Oracle Certified Associate, Java SE
• Oracle Certified Expert, Java EE Developer
• Oracle Certified Master, Java SE Developer
• Oracle Certified Professional Java SE Programmer
• Oracle Certified Programmer, Java EE Web Services Developer
• Oracle WebLogic Server System Administrator - OCA
• Oracle WebLogic Server System Administrator Certified Expert
• Oracle Certified Professional, Java EE Web Component Developer
• Program Management Professional (PgMP)
• Project Management Professional
• CIW Web Foundations Associate
• CIW Certified Database Design Specialist
• CIW Network Technology Associate
• CIW Web Design Professional
• CIW Web Development Professional