Data Science - Data Scientist
Tasks
- Automate data preprocessing
- Build MLOps infrastructure
- Build machine learning pipelines
- Collaborate with stakeholders
- Deploy machine learning models
- Implement automated testing
- Implement ethical AI governance
- Implement model retraining
- Ingest data
- Integrate generative AI workflows
- Maintain CI/CD workflows
- Manage model version control
- Mentor engineers
- Monitor data drift
- Monitor model performance
- Orchestrate model lifecycle
- Perform feature engineering
- Run model inference
- Scale deployed models
- Set up alerting
- Train machine learning models
- Use prompt engineering
Perks/Benefits
- N/A
Skills/Tech-stack
AWS | AWS Lambda | Amazon SageMaker | CI/CD | Docker | GitHub Actions | Jenkins | Kubernetes | MLflow | Machine Learning | PySpark | PyTorch | Python | S3 | SQL | Scikit-learn | Spark MLlib | TensorFlow
Education
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