causal inference developer demand

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How many developer roles ask for causal inference, how that demand is trending, and what those roles pay — tracked from live job postings.

What do roles requiring causal inference pay in 2026?

As of July 2026, the typical advertised salary is US$206,000 a year, with most postings between US$170,000 and US$251,750.

That's about 55% more than the typical US software developer earns (US$133,080), per Bureau of Labor Statistics figures from May 2024.

25th percentileUS$170,000
Median (50th percentile)US$206,000
75th percentileUS$251,750

Advertised base salary, from 11 job postings with pay data, as of July 2026.

How strong is hiring demand for causal inference in 2026?

Tarmac tracked 28 postings in July 2026.

MonthPostingsMedian salary
September 20252US$206,000
October 20251US$206,000
December 20251US$206,000
January 20261US$206,000
February 20264US$206,000
March 20262US$206,000
April 20262US$206,000
May 202618US$206,000
June 202639US$206,000
July 202628US$206,000

Jobs data powered by Adzuna.

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