Senior Staff Machine Learning Engineer, ML Understanding
Tasks
- Build embedding storage and retrieval systems
- Build user representation models
- Create low latency model serving
- Design user understanding strategy
- Develop feature pipelines for user modeling
- Drive experimentation and adoption
- Establish engineering best practices
- Implement embeddings and interest modeling
- Integrate with MLOps systems
- Leverage LLMs for user profiling
- Measure impact on key metrics
- Mentor engineers and lead design reviews
Perks/Benefits
- 401k employer match
- Caregiving support
- Comprehensive healthcare benefits
- Family planning support
- Flexible vacation
- Gender-affirming care
- Mental health and coaching benefits
- Paid parental leave
- Paid volunteer time off
- Professional development
Skills/Tech-stack
APIs | Behavioral Modeling | Embeddings | Evaluation | Experimentation | Feature Engineering | Foundation Models | Language Models | Large Language Models | Low Latency | Low-Latency Systems | MLOps | Machine Learning | Model Serving | Multi Interest Modeling | Multi-task Learning | Recommendation Systems | Representation Learning | Semantic Reasoning | Sequence Modeling | Storage Retrieval | User Clustering | User Modeling
Education
N/A
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