Job Summary
A company is looking for a Principal Machine Learning Engineer - Foundational Models.
Key Responsibilities
- Build, productionize, and scale machine learning models for real-time recommendations
- Create infrastructure to enhance personalization and improve model performance
- Collaborate with cross-functional teams including data scientists, product, and engineering partners
Required Qualifications
- 5+ years of experience in building high-throughput, resilient backend systems
- 5+ years of advanced Python development experience, including data manipulation with Spark and SQL
- Solid foundation in machine learning, with experience in evaluating recommender systems
- Familiarity with modern ML frameworks (e.g., PyTorch, TensorFlow) and model deployment frameworks
- Hands-on experience with observability tools and understanding of system latency optimization
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