MLOps with AWS
Tasks
- Automate ML workflows using CI CD practices
- Collaborate with data scientists and data engineers
- Design ML pipelines for training testing deployment on AWS
- Ensure data privacy and security compliance
- Implement monitoring and logging for ML systems
- Manage model versioning and experiment tracking
- Optimize cost and resource utilization for ML workloads
- Optimize model performance and scalability in production
Perks/Benefits
- N/A
Skills/Tech-stack
AWS Lambda | AWS Step Functions | Amazon CloudWatch | Amazon DynamoDB | Amazon S3 | Docker | Git | GitHub Actions | Python | Step Functions | Terraform
Education
Roles
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