Senior Data & Machine Learning Engineer
Full-time
George Bernard Consulting
Responsibilities
- Design and run the full matching system that serves real-time personalized ad recommendations including retrieval ranking and vector search.
- Build ranking methods that balance several goals at once: click performance advertiser returns publisher revenue and subscriber relevance.
- Keep the feature store accurate remove differences between training and live serving and own the health of the data pipelines.
- Lead the data warehouse transformation layer (dbt) subscriber tagging with foundation models and automated scorecards and dashboards.
- Work directly with the CEO and CTO to set technical priorities with a path toward building and leading the ML team.
Requirements
- 516 years of hands-on production experience in machine learning recommendation systems or data infrastructure.
- Deep expertise in vector search ranking algorithms feature stores SQL/dbt pipelines and real-time model serving.
- Able to work hybrid in the New York City area.
- US citizen or Green Card holder only. No visa sponsorship available.
Skills Required
- Recommendation & ranking systems
- Vector search & embeddings
- Feature stores & online inference
- SQL Postgres dbt
- Snowflake / BigQuery / ClickHouse
- ETL/ELT pipelines
- LLMs & user behavior modeling
- Multi-objective optimization
Vacancy posted 3 days ago
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