Senior Staff data science engineer
Milpitas, CA, United States
USD 141K-206K (estimate) Senior-level Full Time
Tasks
- Apply end to end data science rigor
- Architect production-grade AI/ML systems
- Build MLops pipelines
- Build RAG pipelines
- Build data pipelines and feature engineering frameworks
- Design and deploy Generative AI solutions
- Develop evaluation frameworks for generative AI
- Develop machine learning models
- Engineer and validate features
- Ensure reproducibility observability and governance
- Implement batch and real-time inference
- Integrate domain knowledge into models
- Mentor engineers and data scientists
- Set up model registry monitoring and drift detection
Perks/Benefits
- Disability insurance
- Employee assistance program
- Flexible spending account
- Health savings account
- Life insurance
- Medical/Dental/Vision insurance
- Paid sick leave
- Paid vacation
Skills/Tech-stack
Azure Machine Learning | CI/CD | Data Science | Databricks | Distributed Systems | Drift Detection | Experimentation | Feature Engineering | Fine Tuning | Generative AI | Kubeflow | Language Models | Large Language Models | MLOps | MLflow | Machine Learning | Model Evaluation | Model Fine-tuning | Model Registry | Monitoring | Optimization | Prompt engineering | PyTorch | Python | RAG | Scikit-learn | Spark | Statistical modeling | TensorFlow
Education
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