causal machine learning developer demand
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How many developer roles ask for causal machine learning, how that demand is trending, and what those roles pay — tracked from live job postings.
What do roles requiring causal machine learning pay in 2026?
As of July 2026, the typical advertised salary is US$106,556 a year, with most postings between US$104,256 and US$113,037.
That's about 20% less than the typical US software developer earns (US$133,080), per Bureau of Labor Statistics figures from May 2024.
| 25th percentile | US$104,256 |
|---|---|
| Median (50th percentile) | US$106,556 |
| 75th percentile | US$113,037 |
Advertised base salary, from 14 job postings with pay data, as of July 2026.
How strong is hiring demand for causal machine learning in 2026?
Tarmac tracked 14 postings in July 2026.
| Month | Postings | Median salary |
|---|---|---|
| July 2026 | 14 | US$106,556 |
Jobs data powered by Adzuna.
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