Observed backing
This route is backed by observed public-market inputs aggregated into the current published rollup.
Canonical job market route
Data Science hiring demand in Germany
Use this page to judge whether Germany is active enough for your next move in data science roles, and whether the market supports a stronger salary ask or a switch into contracting.
Cite this benchmark
Suggested citation: Data Science hiring demand in Germany. PayBench, updated 26 Jun 2026.
Route quality: 20 observations, 7 sources.
Trust and provenance
Visible route evidence
This page is based on 20 observations from 7 sources, captured for the current rollup on 26 Jun 2026.
Publishing state
This route currently passes the public publishing thresholds and remains indexable. The minimum route threshold is 3 supporting inputs within a freshness window of 1,080 hours.
Contributing source lineage
10 import batches currently back this route. Latest import: 26 Jun 2026. Latest captured observation: 26 Jun 2026.
Arbeitnow Germany Job Board API (job-board-api)Curated SmartRecruiters Germany Employers (job-board-api)EU16 Core AI Cloud SEO Wave 70 (compensation-survey)EU16 Data AI SEO Wave 65 (job-market) (compensation-survey)Germany Data Engineering SEO Wave 61 (compensation-survey)Germany Indexable Preview Seed (seed)Germany SEO Priority Expansion Wave 60 (compensation-survey)
Definitions: sample size refers to normalized inputs included in the current public rollup, and confidence is a route-level quality signal tied to source breadth, freshness, and coverage depth.
Verify this route via methodology, about, and machine-readable route facts.
Active listings
1.2k
Demand score
67.89
Median time to fill
26 days
Last refresh
26 Jun 2026
What this means now
Read the market before you commit to it.
Market outlook
Balanced market
Demand exists, but employers likely have enough supply to stay selective. Enter with evidence, not just optimism.
Hiring speed
Roles are closing relatively quickly, which usually supports stronger candidate urgency and higher interview velocity.
Compensation context
Published salary median: €71,532. Published freelance median: €490 per day.
Next best action
Do not stop at demand data alone.
This page is most useful when it sends the user into the next validating step: live jobs, salary expectations, or freelance pricing.
Apply into live demand
There are 1.2k visible openings represented in this rollup, so the fastest validation is still the live market.
View job listings
Check compensation range
Published salary median: €71,532.
Open salary benchmark
Compare contracting upside
Published freelance median: €490 per day.
Open freelance rate
Market snapshot
| Signal | Value | Meaning |
|---|---|---|
| Active listings | 1.2k | Visible role demand currently represented in the normalized rollup. |
| Demand score | 67.89 | Relative market momentum signal for this role and location. |
| Median time to fill | 26 days | Rough hiring speed based on the current observation set. |
Compensation context
Salary benchmark: €71,532.
Freelance benchmark: €490 per day.
Publishing status: indexable.
FAQ
How should I read the data science job market data for Germany?
Use active listings to gauge visible demand, demand score to compare market momentum, and median time to fill to understand how quickly roles are being closed in the current rollup.
Does this page reflect live job board volatility?
No. The page reads from normalized rollups, so visible demand signals stay stable across refreshes and are not tied directly to a live scrape request.
How do salary and freelance pages connect to this demand data?
Use the linked salary and freelance routes to compare compensation benchmarks with current hiring demand for the same role and market.
Related pages
Compare nearby demand routes before you treat one market snapshot as the whole opportunity set.
Same role, nearby markets
Data Science hiring demand in Munich
968 active listings from 9 sources.
Demand looks softer here, with both a lower score and fewer visible listings than the current route.
Data Science hiring demand in Berlin
956 active listings from 7 sources.
Demand score is broadly aligned with the current route, so this page mainly helps confirm whether the signal is stable across nearby markets.
Data Science hiring demand in Hamburg
886 active listings from 7 sources.
Demand score is broadly aligned with the current route, so this page mainly helps confirm whether the signal is stable across nearby markets.
Data Science hiring demand in Cologne
887 active listings from 7 sources.
Demand score is broadly aligned with the current route, so this page mainly helps confirm whether the signal is stable across nearby markets.
Data Science hiring demand in Frankfurt
912 active listings from 6 sources.
Demand score is broadly aligned with the current route, so this page mainly helps confirm whether the signal is stable across nearby markets.
Data Science hiring demand in Dusseldorf
432 active listings from 5 sources.
Demand looks softer here, with both a lower score and fewer visible listings than the current route.
Adjacent roles in Germany
Platform Engineering hiring demand in Munich
1.7k active listings from 12 sources.
Platform Engineering shows a stronger signal in the same market, with both a higher demand score and deeper visible listing support.
Platform Engineering hiring demand in Berlin
1.7k active listings from 11 sources.
Platform Engineering shows a stronger signal in the same market, with both a higher demand score and deeper visible listing support.
Platform Engineering hiring demand in Germany
2k active listings from 11 sources.
Platform Engineering shows a stronger signal in the same market, with both a higher demand score and deeper visible listing support.
Platform Engineering hiring demand in Hamburg
1.6k active listings from 10 sources.
Platform Engineering shows a stronger signal in the same market, with both a higher demand score and deeper visible listing support.