Staff Applied Machine Learning Engineer - Intelligent Data, Signals & Systems
Bay Area, CA, United States of America
USD 276K-415K Senior-level Full Time
Tasks
- Build production machine learning systems
- Build propensity and churn LTV models
- Collaborate with product growth data and risk teams
- Create feedback loops for model improvement
- Design data and signal contracts
- Evaluate impact on trust fairness risk and compliance
- Implement next best action decisioning
- Own ranking and retrieval systems end to end
- Own recommendation and search systems end to end
- Run experimentation and monitoring
Perks/Benefits
Skills/Tech-stack
Batch pipelines | Embeddings | Entity Resolution | Event Streaming | Experimentation | Feature Stores | Graph Features | Java | Kotlin | Kubernetes | LLM | LightGBM | Model Serving | Observability | PyTorch | Python | Recommendation Systems | SQL | Semantic Search | TensorFlow | Two Tower Models | Two-Tower | Workflow Orchestration | XGBoost
Education
N/A
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