Advisor IT Systems
Tasks
- Build model training platforms
- Collaborate with data scientists for productionization
- Deploy machine learning models
- Design MLOps pipelines
- Ensure ML governance and compliance
- Ensure ML observability
- Implement CI/CD pipelines
- Manage model versioning
- Monitor data drift
- Monitor model performance
- Operationalize ML models for upstream use cases
- Retrain models
- Track experiments
- Troubleshoot production issues
Perks/Benefits
- Community impact initiatives
- Environment protection
- Health and safety focus
- Professional development
Skills/Tech-stack
AWS | AWS Lambda | Amazon CloudWatch | Amazon EC2 | Amazon ECS | Amazon EKS | Amazon S3 | Amazon SageMaker | CI/CD | CloudFormation | Data Drift | Docker | Experiment tracking | Infrastructure as Code | Kubernetes | Machine Learning | Model Monitoring | Model versioning | Python | Terraform | “as-code”
Education
N/A
Roles
AI | AI Ops Engineer | Engineer | MLOps Engineer | Ops Engineer
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