machine learning (classical ml) developer demand
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How many developer roles ask for machine learning (classical ml), how that demand is trending, and what those roles pay — tracked from live job postings.
What do roles requiring machine learning (classical ml) pay in 2026?
As of July 2026, the typical advertised salary is US$162,000 a year, with most postings between US$160,295 and US$163,250.
That's about 22% more than the typical US software developer earns (US$133,080), per Bureau of Labor Statistics figures from May 2024.
| 25th percentile | US$160,295 |
|---|---|
| Median (50th percentile) | US$162,000 |
| 75th percentile | US$163,250 |
Advertised base salary, from 5 job postings with pay data, as of July 2026.
How strong is hiring demand for machine learning (classical ml) in 2026?
Tarmac tracked 18 postings in July 2026.
| Month | Postings | Median salary |
|---|---|---|
| November 2025 | 1 | US$162,000 |
| February 2026 | 1 | US$162,000 |
| March 2026 | 1 | US$162,000 |
| April 2026 | 1 | US$162,000 |
| May 2026 | 12 | US$162,000 |
| June 2026 | 16 | US$162,000 |
| July 2026 | 18 | US$162,000 |
Jobs data powered by Adzuna.
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