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IT skill · Method· AI & Machine Learning

RAG freelancers:
What the market really pays and wants.

Demand and trends for RAG – calculated from 55 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)
55
Rank 297 of 531 skills
Trend (90 d)
▲ 25 %
Market share compared with the 90 days before. IT postings overall: ▲ 42 %
Of which must-have
18 %
Rated for 55 postings (AI analysis), otherwise “nice to have”
Remote possible
94 %
51 % fully remote · stated in 85 % of postings
The jury's verdict on RAG

Growing, but still small.

RAG sits at rank 297 of 531, in the solid middle of demand. Its market share is rising (▲ 25 % vs. the 90 days before).

Solid demandRank 297 of 531 skills, 55 postings in 90 days.
Growing marketMarket share ▲ 25 % vs. the 90 days before.
Remote possible94 % of postings allow remote work.
And how does your RAG profile look?Check it for free

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

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

Data and AI69 %
Data platforms, analytics and AI solutions with RAG.
New development23 %
Building new applications, platforms and products with RAG.

Typical roles

The roles hired most often are Data Scientist (37 %), Data Engineer (31 %), Backend Developer (6 %) and Fullstack Developer (6 %). Of the postings that state an experience level, 84 % explicitly ask for senior profiles.

Demand over the last 12 weeks

new listings per week
W29W40
▲ 25 %
Market share vs. previous quarter
▲ 77 %
Postings vs. previous quarter
297 / 531
Rank among all skills

Weekly postings for RAG are rising: from an average of 3 to 9 per week (+200 %). Volume is developing better than the IT market overall (▲ 42 %).

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

Python appears in 65 % of RAG postings.

Often named together

Python65 %(opens in new tab)LLM62 %(opens in new tab)CI/CD60 %(opens in new tab)Share of RAG postings that also name the skill.

Who wants RAG – and under which conditions

Seniority

Senior84 %
Mid-level9 %
Junior5 %

Senior dominates (84 %). Pure junior roles are rare (5 %).

Stated in 100 % of listings

Industries

it_software52 %
banking_finance12 %
logistics9 %
telecommunications6 %
energy3 %

it_software dominates (52 %).

Stated in 60 % of listings

Contract type

Freelance89 %
Permanent7 %
Temp agency4 %

Freelance dominates (89 %).

Stated in 100 % of listings

Workplace

Fully remote51 %
Partly remote43 %
On site6 %

Fully remote dominates (51 %).

Stated in 85 % of listings

Project language

German71 %
English29 %

German dominates (71 %).

Stated in 100 % of listings

Current RAG projects

Frequently asked questions about RAG freelancing

How many RAG projects are there right now?

In the last 90 days, 55 projects and jobs mentioning RAG were posted. That is around 5 per week. The market share changed by ▲ 25 % compared with the previous quarter.

Is RAG still in demand for freelancers?

RAG ranks 297 of 531 skills.

Are RAG projects possible remotely?

94 % of RAG postings allow remote work. 51 % are fully remote.

Which skills should I learn as a RAG freelancer?

Python (65 %), LLM (62 %) and CI/CD (60 %) are most often required together with RAG. 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 RAG. 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 RAG market.
Now let the jury judge your profile.

Your CV against 55 RAG listings – with findings, strengths and an hourly-rate check.

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