Pull signal out of messy data with stats and code, then explain it to the people who decide.
Median pay
$120k
$86k to $159k typical range
Outlook
Growing fast
25k openings / yr
Education
Bachelor's or Master's
AI displacement risk
Very high
How much of this job AI may do instead of the person · our model, not a benchmark
Works with AI
3/100
AI alongside the person rather than instead of them
AI exposure
97th pct
More exposed than 97% of occupations · modeled estimate · 98th pct in Microsoft's data
Pay and outlook from BLS (OEWS 2025, Employment Projections 2025-2035). Skills and work activities from O*NET 30.3. AI exposure and future-proof scores are modeled estimates. How these numbers are made.