Staff Machine Learning Engineer
Tasks
- Apply responsible AI practices
- Build ML infrastructure and data pipelines
- Collaborate with DevOps for reliable data and observability
- Define ML engineering best practices
- Design production ML models
- Drive ML CI CD automation
- Implement model monitoring and retraining workflows
- Lead ML reproducibility and model versioning
- Manage ML model lifecycle and governance
- Mentor engineers on ML design patterns and experimentation
- Optimize model accuracy and generalization
- Translate research prototypes to production systems
Perks/Benefits
- 401k match
- Dental insurance
- Employee assistance program
- Flexible vacation policy
- Health insurance
- Life insurance
- Long-term disability
- Paid Holidays
- Paid parental leave
- Short-term disability
- Sick leave
- Vision insurance
Skills/Tech-stack
AWS | Airflow | Bedrock | CI/CD | CloudBees | Code review | DBT | Data Modeling | Data Pipelines | ETL | Embeddings | Experiment tracking | Feast | Feature Engineering | Feature Store | Inference Service | Jenkins | Kafka | LLM | MLOps | Machine Learning | Model Monitoring | Modularization | Observability | PyTorch | Python | RAG | Retrieval-Augmented Generation | SQL | SageMaker | Scikit-learn | Snowflake | Spark | Statistical Analysis | TensorFlow | Testing
Education
N/A
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