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Doctolib

Staff Machine Learning Engineer - Retrieval (x/f/m)

Doctolib
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about 3 hours ago
Paris, FranceStaff+

Responsibilities

  • Build and own Doctolib's Medical Knowledge Platform.
  • Design and maintain indexing pipelines and retrieval systems.
  • Architect and optimize systems for handling 100M+ documents.
  • Build custom re-rankers and optimize query processing pipelines.
  • Engineer deep RAG systems to address medical knowledge complexity.
  • Work across the full retrieval stack including vector embeddings and query expansion.

Requirements

  • Proven production experience in building and scaling search and retrieval systems.
  • Deep expertise in both offline indexing and online retrieval.
  • Hands-on experience with Elasticsearch, Solr, and vector search technologies.
  • Experience building custom re-rankers and optimizing indexing pipelines.
  • Operated at Senior or Staff level with significant autonomy.

Benefits

  • Free comprehensive health insurance for you and your children.
  • 25 days of paid vacation per year plus up to 14 days of RTT.
  • Free mental health and coaching services.
  • Work from abroad for up to 10 days per year.
  • Lunch vouchers worth €8.50 per working day.
  • 50% reimbursement of public transport subscription.

Tech Stack

ElasticsearchJavaKotlinPythonReact NativeRuby on RailsSwiftTypeScript

Categories

AI & MLData Engineering