StarHunt research | October 2026

State of Developer Reachability 2026

Hiring teams assume developers are hard to reach. Measured across 330,000+ GitHub profiles, 39% publish an email address or a LinkedIn profile anyone can use. Among developers who are still active and whose location is known, the population a recruiter can actually work with, it reaches 61%. The difficulty is not access, it is knowing who to contact.

Based on 330,000+ public GitHub developer profiles | Updated October 2026 | Free to cite with a link to this page

39%
Can be contacted directly, whole index
61%
Can be contacted, among active and locatable developers
15%
Signal they are open to work
54%
Pushed code in the last 90 days

Key findings

Reachability is not evenly spread. Sri Lanka leads at 82%, against 66% for Philippines, a 16 point gap for the same measure. Sourcing difficulty is partly a geography problem, not only a skills problem.
The pool you can work with is far more reachable than the index as a whole. Across every profile, 39% publish a way to reach them. Narrow it to developers who pushed code in the last ninety days and whose location is known, 99,883 people, and it rises to 61%. Inactive and unlocatable profiles are not candidates; counting them drags down a number that then describes nobody.
Email alone misses a third of them. Among those 99,883 developers, 39,395 publish an email. Another 21,192 publish a LinkedIn profile and no email, 54% more people on top of what email alone reaches. A tool that returns addresses only is not returning the whole pool.
Reach is not the scarce part. 19% of the index contributes to a reference open-source project, and only 15% signal they are open to work. Finding people is easy; knowing which ones are worth writing to is the work.

Reachability by country

Share of developers publishing an email address or a LinkedIn profile, for countries with a large enough sample to publish. Ranked from most to least reachable.

Sri Lanka82%
Egypt79%
Bangladesh79%
Pakistan76%
India73%
Nigeria71%
Brazil71%
Peru71%
Turkey67%
Kenya67%
United Arab Emirates66%
Philippines66%

Reachability by technology

The same measure, grouped by the technologies developers actually work with rather than by what they claim on a profile.

MongoDB55%
PostgreSQL54%
React52%
TensorFlow52%
GraphQL51%
React Native51%
Vue.js50%
AWS49%
Kubernetes49%
GCP49%
Angular49%
PyTorch48%

Where reachable developers are concentrated

Cities with a large enough sample, ranked by the share of developers who publish a way to be contacted directly.

Colombo83%
Cairo80%
Dhaka80%
Ahmedabad78%
Kolkata77%
Chennai75%
Delhi75%
São Paulo75%
Pune75%
Bengaluru75%
Mumbai73%
Recife73%

Who signals they are open to work

The 'available for hire' flag is a much stronger signal than reachability, and a much rarer one. Ranked by the share of each group that has turned it on.

Sri Lanka21%
Egypt32%
Bangladesh36%
Pakistan37%
India30%
Nigeria47%
Brazil27%
Peru23%
Turkey25%
Kenya40%
United Arab Emirates32%
Philippines28%

By role

Roles inferred from public work rather than job titles.

Data science57%
AI product engineering48%
AI research47%
Software engineering47%
Infrastructure, DevOps and SRE46%
Data engineering42%

What share of developers on GitHub can be contacted directly?

39% of the profiles in this study publish a public email address or a LinkedIn profile, so they can be contacted without an introduction or a paid tool. Among developers who are still active and whose location is known, that share reaches 61%.

Why two different reachability figures?

The first covers every profile in the index. The second covers the 99,883 developers who pushed code in the last ninety days and whose location is known, which is the pool a hiring team can actually work with. Someone who stopped publishing three years ago is reachable on paper and irrelevant in practice, so both numbers are given rather than one average that describes neither.

Is email enough to reach developers?

No. Among the 99,883 active and locatable developers, 39,395 publish an email and a further 21,192 publish only a LinkedIn profile. Counting email alone would understate the reachable pool by 54%.

How many developers signal they are open to work?

15% have enabled the 'available for hire' flag on their GitHub profile. That group is far smaller than the reachable one, but it is the warmest audience for outreach.

How was this measured?

Aggregated from 330,000+ public GitHub profiles indexed by StarHunt as of October 2026. A developer counts as reachable when their public profile carries an email address or a LinkedIn URL, and as active when they pushed code in the last ninety days. Only public profile fields and public contribution activity were used. No private data, no scraping of gated sources.

Methodology

Every figure comes from public GitHub profile fields and public contribution activity, aggregated across the StarHunt index as of October 2026. Reachable means the public profile carries an email address, a LinkedIn URL, or both. Active means code was pushed in the last ninety days. Locatable means the profile's free-text location resolves to a country. A country, technology, city or role appears only when its sample is large enough for a percentage to be meaningful, which is why some familiar names are absent. No private data is used, and no gated source is scraped.

This report may be quoted and republished freely, with attribution and a link to this page.

Country breakdowns

This report is the worldwide view. The same reachability figures are published country by country, refreshed regularly, alongside city rankings and technology breakdowns.

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