AI/ML Ops Engineer
Tasks
- Apply ML governance for data model and feature versioning
- Automate training monitoring and deployment pipelines
- Build container pipelines for training feature engineering and inference
- Build deployment pipelines
- Deploy trained models to production endpoints
- Design model-serving infrastructure
- Implement ML workflows with infrastructure as code
- Implement data feature and model lifecycle best practices
- Implement model monitoring and alerting
- Manage CI CD for ML pipelines
- Own AI ML loop end to end
- Own testing across ML pipeline
Perks/Benefits
Skills/Tech-stack
AWS | Amazon Bedrock | Amazon ECS | Amazon EKS | Amazon SageMaker | Apache Spark | Bash | CI/CD | Containerization | Docker | Git | GitHub Actions | Gitflow | Infrastructure as Code | Kafka | Kubernetes | MLflow | Python | SQL | Sagemaker Pipelines | SparkSQL | Terraform | Transformer | “as-code”
Education
N/A
Roles
AI | AI/ML Ops Engineer | Engineer | ML Ops Engineer | MLOps Engineer | Ops Engineer
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