Machine Learning Operations Specialist - CIMMYT
Tasks
- Automate data training and deployment pipelines
- Build and run CI/CD pipelines
- Build image recognition pipelines
- Collaborate with research partners
- Deploy machine learning models to production
- Detect model drift
- Develop MLOps frameworks
- Ensure data governance and privacy compliance
- Ensure reproducibility and efficiency
- Implement logging and alerting
- Monitor model accuracy
- Provide training and adoption of best practices
- Support digital phenotyping solutions
- Use drone and mobile imagery workflows
Perks/Benefits
Skills/Tech-stack
Alerting | CI/CD | Data Governance | Data Preprocessing | Databricks | Deep learning | Drift Detection | Image Recognition | Language Models | Large Language Models | Logging | MLOps | Machine Learning | Machine Learning Pipelines | Model Deployment | Model Drift | Model Drift Detection | Model Evaluation | Model Monitoring | Model Training | Reproducibility | Roboflow
Education
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