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ML Engineer salary
Salary data for ML engineers — model deployment, MLOps, PyTorch, TensorFlow and production systems.
The median ML Engineer salary is $147,457, with most listings between $95,637 and $196,917, based on 1,276 active listings with employer-disclosed pay.
Source: Datamata Studios — methodology and update cadence.
At a glance
- Figures use the midpoint of employer-published salary_min and salary_max — not self-reported surveys or aggregator estimates.
- Based on 1,433 active ml engineer listings in the current index.
Compensation range — ML Engineer
From 1,276 listings with disclosed salary fields
25th percentile
$95,637
Lower end of market
Median
$147,457
Midpoint of postings
75th percentile
$196,917
Upper-market range
| Percentile | USD |
|---|---|
| 25th | 95637 |
| Median | 147457 |
| 75th | 196917 |
Seniority mix
How ml engineer listings break down by seniority level.
Skill salary premiums
Median pay when a skill appears in a ml engineer listing (minimum three matches). Bar shows relative salary vs top skill.
- Hugging Face$239,000
- PostgreSQL$205,000
- Agile / Scrum$203,212
- AI Agents$202,337
- A/B Testing$181,651
- Spark$180,569
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The skills, learning path and entry route for ml engineer roles
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Pay, skills and hiring volume side by side against similar roles
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ML Engineer salary FAQ
What is the average ML Engineer salary in 2026?
The median ML Engineer salary is $147,457, with most listings falling between $95,637 (25th percentile) and $196,917 (75th percentile). This is based on 1,276 active job listings with employer-disclosed pay ranges.
Which skills increase ML Engineer pay the most?
Hugging Face is associated with the highest median pay for ml engineer listings at $239,000, followed by PostgreSQL ($205,000). Premiums reflect the median salary of listings that mention each skill, with a minimum of three matched listings.
How does seniority affect ML Engineer salary?
Across current ml engineer listings, senior-level roles are the most common at 52% of postings. Senior and lead positions typically sit toward the 75th percentile ($196,917), while entry-level roles cluster nearer the 25th percentile ($95,637).
How is this ML Engineer salary data calculated?
Figures use the midpoint of each employer's published salary_min and salary_max from active job listings — not self-reported surveys or third-party aggregator estimates. The data refreshes daily as new listings are indexed.
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