All 2021 compensation surveys updated on JANUARY 1, APRIL 1, JULY 1, AND OCTOBER 1

Average market value for 613 non-certified tech skills declined in Q1 2021, with 220 changing in value from the prior quarter. 540 tech certifications continued their nearly three-year steady decline .

Average market value for 594 non-certified tech skills remained unchanged in the third quarter of 2020 despite 186 changing in value from the prior quarter.

With COVID-19 continuing to profoundly reorder the tech labor landscape, many areas of transformation and growth are being exploited by employers after years of
uneven efforts at managing change.