Staff Machine Learning Engineer (Remote)
Tasks
- Automate ML CI CD workflows
- Build ML infrastructure and pipelines
- Collaborate with DevOps for data access and observability
- Define ML engineering best practices
- Design ML models
- Drive ML reproducibility and versioning
- Ensure responsible AI governance
- Implement ML models
- Improve model accuracy and generalization
- Lead end-to-end ML initiatives
- Mentor engineers on ML design patterns
- Monitor model performance
- Optimize ML models
- Translate ML prototypes to production systems
Perks/Benefits
- 401k matching
- Accidental death and dismemberment insurance
- Dental insurance
- Employee assistance program
- Flexible vacation
- Life insurance
- Long-term disability
- Medical insurance
- Paid Holidays
- Paid parental leave
- Short-term disability
- Sick leave
- Vision insurance
Skills/Tech-stack
AWS | Airflow | Amazon Bedrock | CI/CD | CloudBees | Code review | DBT | Data Modeling | ETL | Experiment tracking | Feast | Feature Engineering | Feature extraction | Go | Jenkins | Kafka | MLOps | Model Monitoring | Model retraining | Observability | PyTorch | Python | Retrieval-Augmented Generation | SQL | SageMaker | Scikit-learn | Shell/Bash | Snowflake | Spark | Statistical Analysis | TensorFlow | Test automation
Education
N/A
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