# MLOps demand in job posts

> MLOps appears in 0.2% of job posts (16,700 in the last 90 days). Monthly demand trend, roles, countries, remote share and pay.

Page: https://jobdataapi.com/skill-demand/mlops/
Updated: 2026-11-12
Category: Data, analytics and AI
Source: jobdata API (https://jobdataapi.com/) - job posts sourced directly from company career sites; a post counts when its description mentions "mlops".

## Key numbers

- Share of all job posts, last 90 days: 0.20%
- Job posts mentioning it, last 30 days: 5,138
- Job posts mentioning it, last 90 days: 16,700
- Job posts mentioning it, last 12 months: 57,070
- Remote or hybrid share, last 90 days: 36%
- Median advertised salary, last 12 months: $160,000 per year (USD; 15,623 job posts)

## In short

### How in demand is MLOps?

MLOps was mentioned in 0.2% of all job posts in the last 90 days (16,700 job posts; 5,138 in the last 30 days).

### Is demand for MLOps growing?

The share of job posts mentioning MLOps was down 9% in the last three completed months compared with the three months before.

### Which roles ask for MLOps?

Most job posts mentioning MLOps in the last 90 days: Engineer (9,227), Analyst (2,861) and Architect (1,253).

### Where are MLOps jobs?

Top countries in the last 90 days: United States (5,037), India (4,084) and United Kingdom (721).

### Are MLOps jobs remote?

36% of job posts mentioning MLOps in the last 90 days offer remote or hybrid work.

### What do MLOps jobs pay?

The median advertised salary is $160,000 per year (USD) across 15,623 job posts mentioning MLOps with disclosed pay in the last 12 months.

## Monthly share of job posts

| Month | Job posts | Share of all posts |
|---|---:|---:|
| 2025-11 | 3428 | 0.21% |
| 2025-12 | 3285 | 0.22% |
| 2026-01 | 3936 | 0.21% |
| 2026-02 | 4104 | 0.23% |
| 2026-03 | 4611 | 0.22% |
| 2026-04 | 4652 | 0.23% |
| 2026-05 | 4719 | 0.23% |
| 2026-06 | 5129 | 0.22% |
| 2026-07 | 5542 | 0.21% |
| 2026-08 | 5417 | 0.20% |
| 2026-09 | 6326 | 0.21% |
| 2026-10 | 5565 | 0.20% |

## Roles asking for MLOps (last 90 days)

| Role | Job posts |
|---|---:|
| Engineer | 9227 |
| Analyst | 2861 |
| Architect | 1253 |
| Manager | 917 |
| Scientist | 423 |
| Consultant | 409 |
| Director | 357 |
| Specialist | 335 |
| Developer | 219 |
| Product Manager | 178 |

## Top countries (last 90 days)

| Country | Job posts |
|---|---:|
| United States | 5037 |
| India | 4084 |
| United Kingdom | 721 |
| Canada | 633 |
| France | 620 |
| Brazil | 604 |
| Germany | 467 |
| Spain | 374 |

## Query this data

Full-text search on job descriptions requires access pro or higher:

```bash
curl -G -H "Authorization: Api-Key YOUR_API_KEY" "https://jobdataapi.com/api/jobs/" --data-urlencode 'description="mlops"' -d max_age=30
```

Docs: https://jobdataapi.com/docs/ - Pricing: https://jobdataapi.com/accounts/pricing/