Demand over time
Where it's in demand
Roles whose live postings ask for this skill most often.
Director of Data Engineering
$162,50040%
AI Engineer
$145,60030%
Senior Machine Learning Engineer
$180,00030%
Security Architect
$233,46530%
Staff Data Engineer
$165,00030%
Staff Machine Learning Engineer
$190,62930%
Machine Learning Engineer
$199,50020%
Staff Software Engineer
$229,50020%
Data Architect
$142,40011%
Test Automation Engineer
$135,71810%
Pairs with
Skills that show up alongside this one, beyond chance.
No strong pairings yet.