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Traditional Recruiting vs. RealGreatDevs for Fine-Tuning
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Hiring in India is as much a scheduling question as a sourcing one. At UTC+5, that means several hours of 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 India cluster in Pune, Bengaluru, Hyderabad and Mumbai. City counts cover every indexed developer there, not only the ones using Fine-Tuning, so treat them as where the country's engineering population sits rather than a count for this skill.
Fine-Tuning developers in India most often pair it with Python (100%), Jupyter (96%) and HTML (84%).
Developer cities in India
All indexed developers per city, across every skill.
- Pune11,006
- Bengaluru9,378
- Hyderabad8,854
- Mumbai8,296
- Chennai7,419
- New Delhi5,903
- Delhi4,997
- Kolkata4,354
- Bangalore4,094
- Noida3,179
Counts are developers in the indexed profile set.
Other skills hired in India
Each links to the same country breakdown for that technology.
- JavaScript80,584
- HTML77,176
- Python67,453
- CSS47,052
- TypeScript45,027
- Java44,054
- Jupyter37,174
- C++27,261
- C16,129
- PHP14,027
- Bash / Shell10,807
- React9,490
- Go8,391
- Dart8,336
Counts are developers in the indexed profile set.
What Fine-Tuning developers in India also use
Share of this group who also work with each technology.
- Python125 · 100%
- Jupyter120 · 96%
- HTML105 · 84%
- JavaScript90 · 72%
- TypeScript75 · 60%
- C++60 · 48%
- Deep Learning60 · 48%
- LLMs60 · 48%
- Machine Learning60 · 48%
- Java50 · 40%
- CSS45 · 36%
- AI40 · 32%
Counts are developers in the indexed profile set.
What Fine-Tuning developers in India look like
Measured across the profiles in this group, not self-reported.
- Median public contributions, last 12 months
- 275
- Median public repositories
- 39
- Median followers
- 18
- Have a linked LinkedIn profile
- 72%
- Flagged as open to work on GitHub
- 44%
Years of experience
- 0–2 years42%
- 3–5 years33%
- 6–9 years8%
- 10+ years17%
Shares of the profiles in this group where experience could be derived.
Sample profiles from India
Real indexed developers, reduced to ranges and derived labels so no individual is identifiable.
- Contributions / year
- 500–1,000
- Public repositories
- 75–100
- Followers
- 10–25
- Contributions / year
- 1,000–2,000
- Public repositories
- 20–35
- Followers
- 50–100
- Contributions / year
- 500–1,000
- Public repositories
- 75–100
- Followers
- 25–50
- Contributions / year
- 250–500
- Public repositories
- 100–150
- Followers
- 10–25
- Contributions / year
- 0–50
- Public repositories
- 20–35
- Followers
- 10–25
- Contributions / year
- 100–250
- Public repositories
- 100–150
- Followers
- 250–500
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 Fine-Tuning developers are there in India?
126 developers based in India show Fine-Tuning in their public GitHub work, which is 7% of all 1,801 Fine-Tuning developers in the index.
Which cities in India have the most developers?
Pune (11,006), Bengaluru (9,378), Hyderabad (8,854), Mumbai (8,296) and Chennai (7,419). These are counts of all indexed developers in each city.
Do working hours in India overlap with my team?
At UTC+5, that means several hours of overlap with Western Europe and little natural overlap with the US West Coast.
How active are Fine-Tuning developers in India?
The median developer in this group made 275 public contributions in the last year across 39 public repositories, with a median of 18 followers.
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