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snowflake python databricks tensorflow pytorch📋 Description
- Lead ML/AI initiatives across Lyft Business with cross-team impact.
- Design, develop, and deploy ML models and optimization algorithms.
- Own end-to-end lifecycle of modeling solutions from framing to deployment.
- Partner with Engineering to build scalable inference services, pipelines, and feature stores.
- Mentor junior scientists and contribute to internal ML standards.
🎯 Requirements
- Master’s or PhD in ML, CS, Optimization, Statistics, or related field; or equivalent experience.
- 5+ years of production ML model development and deployment.
- Proven ability to own multi-project scopes in ambiguous domains.
- Strong Python skills; PyTorch, TensorFlow, JAX, scikit-learn; Spark, Snowflake, Databricks.
- Hands-on experience building prod ML systems: real-time inference, batch pipelines, monitoring.
- Experience designing experiments and offline/online metrics for evaluation.
🎁 Benefits
- Great medical, dental, and vision insurance.
- Mental health benefits.
- Family building benefits.
- 401(k) plan with company match.
- 18 weeks paid parental leave.
- Subsidized commuter benefits.
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