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Sandeep Subramanian

Research scientist (core contributor, Ministral 3) · Mistral AI

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Why they are on the map

Core contributor on Ministral 3 report (Jan 2026) source — evidence dated 2026-01

Needs the data for a model; writes the spec.

How Mistral AI buys data

Runs an in-house 'Human Data Annotation team within the Science organisation' (Data Annotation Quality Specialist, Paris, permanent, posted ~mid-2026). Repeated TPM hires for 'Human Data Annotation' (incl. a Code variant for Paris/London/Palo Alto) whose remit is 'contractor teams and vendor relationships for data collection campaigns with subject matter experts' plus throughput/budget/quality dashboards. A 'Data Annotation Technical Program Manager' role was already being advertised in May 2024. Ministral 3 report (Jan 2026) describes curated multimodal SFT data and a pairwise reward model but names no vendors.

Science org under co-founder/Chief Scientist Guillaume Lample contains the Human Data Annotation team (in-house STEM-PhD annotators + TPMs who manage external vendors/contractors). Research papers use large alphabetical author lists with a small 'core contributors' block; multimodal group formerly led by Devendra Chaplot (left; at xAI since Mar 2026).

Full dossier pending

This person was mapped in pass 1. Career, what they have said on the record, interviews, connections, why they matter to us and how to reach them are added in pass 2.