Skip to content
IT skill · Method· AI & Machine Learning

MLOps freelancers:
What the market really pays and wants.

Demand and trends for MLOps – calculated from 50 real project and job postings of the last 90 days. No survey, no guesswork without data.

As of: week 41/2026 · updated weekly
Listings (90 d)
50
Rank 317 of 531 skills
Trend (90 d)
▲ 107 %
Market share compared with the 90 days before. IT postings overall: ▲ 42 %
Of which must-have
12 %
Rated for 50 postings (AI analysis), otherwise “nice to have”
Remote possible
95 %
45 % fully remote · stated in 84 % of postings
The jury's verdict on MLOps

Growing, but still small.

MLOps sits at rank 317 of 531, in the solid middle of demand. Its market share is rising (▲ 107 % vs. the 90 days before).

Solid demandRank 317 of 531 skills, 50 postings in 90 days.
Growing marketMarket share ▲ 107 % vs. the 90 days before.
Remote possible95 % of postings allow remote work.
And how does your MLOps profile look?Check it for free

What is MLOps – and why do companies hire MLOps freelancers?

The postings that mention MLOps fall into these types of project (share of the classified postings):

Data and AI81 %
Data platforms, analytics and AI solutions with MLOps.
Consulting and design6 %
Consulting, concept work, architecture and project leadership around MLOps.
New development6 %
Building new applications, platforms and products with MLOps.
Infrastructure and operations6 %
Cloud, automation and platform operations with MLOps.

Typical roles

The roles hired most often are Data Engineer (41 %), Data Scientist (25 %), DevOps Engineer (13 %) and Consultant (9 %). Of the postings that state an experience level, 92 % explicitly ask for senior profiles.

Demand over the last 12 weeks

new listings per week
W29W40
▲ 107 %
Market share vs. previous quarter
▲ 194 %
Postings vs. previous quarter
317 / 531
Rank among all skills

Weekly postings for MLOps are rising: from an average of 3 to 8 per week (+200 %). Volume is developing better than the IT market overall (▲ 42 %).

Which skills MLOps is wanted with – and which ones pay off

Python appears in 86 % of MLOps postings.

Often named together

Python86 %(opens in new tab)CI/CD66 %(opens in new tab)Share of MLOps postings that also name the skill.

Who wants MLOps – and under which conditions

Seniority

Senior92 %
Junior4 %

Senior dominates (92 %). Pure junior roles are rare (4 %).

Stated in 100 % of listings

Industries

it_software56 %
manufacturing18 %
retail_ecommerce9 %
public_sector6 %
logistics6 %

it_software dominates (56 %).

Stated in 68 % of listings

Contract type

Freelance88 %
Permanent12 %

Freelance dominates (88 %).

Stated in 100 % of listings

Workplace

Partly remote50 %
Fully remote45 %
On site5 %

Partly remote dominates (50 %). Anyone working fully remote only reaches 45 % of postings.

Stated in 84 % of listings

Project language

German72 %
English28 %

German dominates (72 %).

Stated in 100 % of listings

Current MLOps projects

Frequently asked questions about MLOps freelancing

How many MLOps projects are there right now?

In the last 90 days, 50 projects and jobs mentioning MLOps were posted. That is around 4 per week. The market share changed by ▲ 107 % compared with the previous quarter.

Is MLOps still in demand for freelancers?

MLOps ranks 317 of 531 skills.

Are MLOps projects possible remotely?

95 % of MLOps postings allow remote work. 45 % are fully remote.

Which skills should I learn as a MLOps freelancer?

Python (86 %) and CI/CD (66 %) are most often required together with MLOps. What actually pays off for your profile is shown by the free CV check.

Methodology: We count IT postings of the last 90 days that mention MLOps. Projects posted several times that are detected as duplicates count once; postings without an assignable IT category are missing, so the figures are a lower bound. The trend compares the share of all IT postings with the 90 days before and only appears with enough comparison data. We do not show figures based on fewer than 30 data points. The rating “must have” or “nice to have” comes from an AI analysis of the posting texts. Distributions only refer to postings that state the respective attribute; we state the coverage alongside. An AI assigns the project type and role of each posting from its title, category and skills; the shares are counted postings, not estimates, and only appear with enough classified postings.

Basis: 10,565 IT listings in the window

You now know the MLOps market.
Now let the jury judge your profile.

Your CV against 50 MLOps listings – with findings, strengths and an hourly-rate check.