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Hiring in Germany is as much a scheduling question as a sourcing one. At UTC+1, that means near-complete overlap with Western Europe and little natural overlap with the US West Coast. That decides whether you are hiring someone who joins your stand-up or someone who hands off to it.
Developers in Germany cluster in Berlin, Munich, Hamburg and Stuttgart. City counts cover every indexed developer there, not only the ones using PyTorch, so treat them as where the country's engineering population sits rather than a count for this skill.
PyTorch developers in Germany most often pair it with Python (98.6%), Jupyter (78.6%) and HTML (61.4%).
Developer cities in Germany
All indexed developers per city, across every skill.
- Berlin11,294
- Munich4,269
- Hamburg2,546
- Stuttgart1,029
- Karlsruhe757
- Leipzig668
- Dresden649
- Germany646
- Cologne593
- Aachen540
Counts are developers in the indexed profile set.
Other skills hired in Germany
Each links to the same country breakdown for that technology.
- JavaScript18,818
- Python18,591
- HTML16,044
- TypeScript11,015
- Java10,836
- Bash / Shell9,097
- CSS8,774
- C++8,614
- Jupyter6,936
- C6,560
- PHP6,377
- Go5,334
- Ruby4,811
- C#3,955
Counts are developers in the indexed profile set.
What PyTorch developers in Germany also use
Share of this group who also work with each technology.
- Python345 · 98.6%
- Jupyter275 · 78.6%
- HTML215 · 61.4%
- Deep Learning210 · 60%
- Machine Learning170 · 48.6%
- C++155 · 44.3%
- JavaScript155 · 44.3%
- C120 · 34.3%
- Java115 · 32.9%
- Bash / Shell85 · 24.3%
- Computer Vision85 · 24.3%
- TypeScript85 · 24.3%
Counts are developers in the indexed profile set.
What PyTorch developers in Germany look like
Measured across the profiles in this group, not self-reported.
- Median public contributions, last 12 months
- 75
- Median public repositories
- 27
- Median followers
- 30
- Have a linked LinkedIn profile
- 47.1%
- Flagged as open to work on GitHub
- 32.9%
Years of experience
- 0–2 years9%
- 3–5 years10%
- 6–9 years42%
- 10+ years39%
Shares of the profiles in this group where experience could be derived.
Sample profiles from Germany
Real indexed developers, reduced to ranges and derived labels so no individual is identifiable.
- Contributions / year
- 3,500–5,000
- Public repositories
- 50–75
- Followers
- 1,000–2,500
- Contributions / year
- 100–250
- Public repositories
- 20–35
- Followers
- 10–25
- Contributions / year
- 100–250
- Public repositories
- 10–20
- Followers
- 0–10
- Contributions / year
- 2,000–3,500
- Public repositories
- 20–35
- Followers
- 10–25
- Contributions / year
- 1,000–2,000
- Public repositories
- 250–500
- Followers
- 1,000–2,500
- Contributions / year
- 1,000–2,000
- Public repositories
- 75–100
- Followers
- 100–250
Figures are shown as ranges and identifying details are removed. Full profiles, including GitHub handles and contact details, are available to signed-in users.
Frequently asked questions
How many PyTorch developers are there in Germany?
328 developers based in Germany show PyTorch in their public GitHub work, which is 2.8% of all 11,898 PyTorch developers in the index.
Which cities in Germany have the most developers?
Berlin (11,294), Munich (4,269), Hamburg (2,546), Stuttgart (1,029) and Karlsruhe (757). These are counts of all indexed developers in each city.
Do working hours in Germany overlap with my team?
At UTC+1, that means near-complete overlap with Western Europe and little natural overlap with the US West Coast.
How active are PyTorch developers in Germany?
The median developer in this group made 75 public contributions in the last year across 27 public repositories, with a median of 30 followers.
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