B2B data, Global
Alumni & Credential Lists (Global)
Graduates of a specific program, holders of a specific credential, or members of a specific cohort, anywhere in the world.
Some of our most satisfying briefs: the 2025 graduates of a Brazilian agribusiness MBA (12.7k people, sorted by track, with agronomy excluded on request), professionals with degrees from a particular country's universities now working in the US, or every holder of a niche certification. Built from the professional graph, university publications and credential registries, with measured accuracy.
Sample rows
Illustrative and synthetic. Real samples for your geography are a reply away.
| program | institution | country | grad_year | name | current_title | current_company | current_country | profile_match |
|---|---|---|---|---|---|---|---|---|
| MBA Agronegócios | USP/ESALQ | BR | 2025 | R••••• S••••• | Gerente Comercial | B••••• Agro | BR | Yes |
| MS Computer Science | IIT Bombay | IN | 2016 | P••••• K•••• | Staff Engineer | S••••• Inc | US | Yes |
Schema
| Field | Type | Notes |
|---|---|---|
| program | text | non-personal |
| institution | text | non-personal |
| country | number | non-personal |
| grad_year | number | non-personal |
| name | text | personal data |
| current_title | currency | non-personal |
| current_company | currency | non-personal |
| current_country | currency | non-personal |
| profile_match | url | non-personal |
Abridged. The full data dictionary ships with every sample and lists every field, its fill rate and its source.
Used for
- University and program marketing
- Immigration and relocation services
- Executive search and talent mapping
- Association and alumni network building
How it is built
Sources vary by brief: graduation lists, public profiles, registries. Every list is validated on a hand-checked sample and shipped with the measured precision.
Questions we get
Which countries?
Any where the source exists. Recent work covers Brazil, India, the UK, Germany, Japan, Australia, Singapore and the UAE.