AI Operations Analyst
Tasks
- Build CI CD pipelines for AI models
- Communicate model performance status
- Create dashboards for model metrics
- Detect anomalies bias drift
- Evaluate AI/ML platforms
- Implement MLOps best practices
- Integrate AI into business systems
- Maintain documentation for model lifecycle
- Manage incident response plans
- Monitor AI/ML model performance
- Perform root cause analysis
- Retrain AI ML models
- Troubleshoot model issues
- Update deployed models
Perks/Benefits
- N/A
Skills/Tech-stack
AWS | Amazon SageMaker | Anomaly Detection | Azure | Azure Machine Learning | Bias | CI/CD | Data Drift | Data Engineering | Data Warehousing | Docker | ETL | Google Cloud | Kubeflow | Kubernetes | MLOps | MLflow | Machine Learning | Model Evaluation | Python | R
Education
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