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ML Engineer salary
Salary data for ML engineers — model deployment, MLOps, PyTorch, TensorFlow and production systems.
At a glance
- Median ML Engineer compensation is $113,566 across 403 listings with disclosed salary ranges.
- Figures use the midpoint of employer-published salary_min and salary_max — not self-reported surveys or aggregator estimates.
- Based on 522 active ml engineer listings in the current index.
Compensation range — ML Engineer
From 403 listings with disclosed salary fields
25th percentile
$72,770
Lower end of market
Median
$113,566
Midpoint of postings
75th percentile
$168,842
Upper-market range
| Percentile | USD |
|---|---|
| 25th | 72770 |
| Median | 113566 |
| 75th | 168842 |
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.
- 1System Design$231,000
- 2Stakeholder Mgmt$203,000
- 3Hugging Face$203,000
- 4A/B Testing$196,839
- 5Deep Learning$193,600
- 6MLflow$150,000
Companies currently hiring
Related role salaries
Go deeper
More ML Engineer market data
ML Engineer salary FAQ
What is the average ML Engineer salary in 2026?
The median ML Engineer salary is $113,566, with most listings falling between $72,770 (25th percentile) and $168,842 (75th percentile). This is based on 403 active job listings with employer-disclosed pay ranges.
Which skills increase ML Engineer pay the most?
System Design is associated with the highest median pay for ml engineer listings at $231,000, followed by Stakeholder Mgmt ($203,000). 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 51% of postings. Senior and lead positions typically sit toward the 75th percentile ($168,842), while entry-level roles cluster nearer the 25th percentile ($72,770).
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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Data salary benchmarks
Compensation percentiles for the data category slice.
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Salary context and methodology for data analyst roles.
Salary benchmark tool
Explore medians from active listings — free in the browser.
Live skill demand trends
See which tools and skills employers are hiring for right now.
Market statistics
Snapshot metrics from the live job listing index.
Skill demand lookup
Look up demand for a specific skill against current postings.