mlops / model deployment pipelines developer demand
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How many developer roles ask for mlops / model deployment pipelines, how that demand is trending, and what those roles pay — tracked from live job postings.
What do roles requiring mlops / model deployment pipelines pay in 2026?
As of July 2026, the typical advertised salary is US$187,500 a year, with most postings between US$172,000 and US$210,229.
That's about 41% more than the typical US software developer earns (US$133,080), per Bureau of Labor Statistics figures from May 2024.
| 25th percentile | US$172,000 |
|---|---|
| Median (50th percentile) | US$187,500 |
| 75th percentile | US$210,229 |
Advertised base salary, from 11 job postings with pay data, as of July 2026.
How strong is hiring demand for mlops / model deployment pipelines in 2026?
Tarmac tracked 13 postings in July 2026.
| Month | Postings | Median salary |
|---|---|---|
| November 2025 | 1 | US$187,500 |
| February 2026 | 1 | US$187,500 |
| April 2026 | 4 | US$187,500 |
| May 2026 | 9 | US$187,500 |
| June 2026 | 8 | US$187,500 |
| July 2026 | 13 | US$187,500 |
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