About the Role
Job Description
Essential Functions:
- Proficient in exploratory data analysis (EDA) using Python’s scientific libraries including NumPy, Pandas, Matplotlib, Seaborn, and scikit‑learn.
- Strong development experience in Python.
- Hands‑on experience building, training, testing, validating, and productizing machine learning models for high‑performance use cases.
- Solid understanding of core machine learning concepts, including feature engineering, model evaluation, and optimization.
- Experience implementing MLOps best practices, including model versioning, monitoring, and CI/CD pipelines for ML models.
- Hands‑on experience with AWS SageMaker for building, training, tuning, and deploying ML models.
- Hands‑on experience with to AWS services for machine learning workloads, such as S3, EC2, ECR, EKS, Lambda, CloudWatch.
- Strong understanding of model explainability frameworks such as SHAP, and the ab...
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