Staff Machine Learning Engineer
Tasks
- Automate End to End workflows
- Automate model validation
- Build machine learning platform for pricing
- Create tooling for research to production consistency
- Define platform architecture and versioned contracts
- Deploy and serve machine learning models
- Design feature pipelines and feature stores
- Develop model registry and versioning
- Ensure production observability
- Implement reproducible model training and orchestration
- Mentor engineers on ML engineering best practices
- Set standards for reliability observability and correctness
Perks/Benefits
Skills/Tech-stack
Agentic Workflows | Data Lineage | Distributed Systems | Feature Pipeline | Feature Store | LLM | Machine Learning | Model Orchestration | Model Registry | Model Serving | Model Training | Model Validation | Model versioning | Observability | Python | Reproducibility | System design
Education
N/A
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