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MLOps Engineer
Job in
Hartford, Hartford County, Connecticut, 06112, USA
Listed on 2026-06-21
Listing for:
Practovate
Full Time
position Listed on 2026-06-21
Job specializations:
-
IT/Tech
AWS, Machine Learning/ ML Engineer
Job Description & How to Apply Below
Job Description Key Skills
- Hands‑on experience with Amazon Sage Maker
- CI/CD setup for ML models using AWS Code Pipeline & Code Build
- Strong experience with Docker and container orchestration (ECS/Fargate)
- ML model deployment, monitoring, and lifecycle management
- Data pipeline development using Python, PySpark, and Snowflake
- Proficiency in SQL and Bash/Shell scripting
- Experience with ML libraries:
Pandas, Num Py, PyTorch, Scikit‑learn - Strong knowledge of AWS services: S3, IAM, Lambda, Step Functions, ECR
- Data and model quality monitoring experience
- Build and automate end‑to‑end ML pipelines
- Deploy and manage ML models in production
- Monitor model performance and data quality
- Maintain CI/CD workflows and infrastructure
- Ensure security, compliance, and system reliability
- Continuously optimize performance and cost
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