Senior Machine Learning Engineer
Absa Towers West, South Africa
ZAR 660K-780K (estimate) Senior-level Full Time
Tasks
- Build machine learning systems
- Build secure ML pipelines
- Collaborate with product teams
- Create model documentation
- Deploy machine learning models
- Design machine learning models
- Detect data drift
- Engineer data pipelines
- Ensure data governance compliance
- Implement MLOps pipelines
- Implement model observability
- Manage model risk controls
- Monitor model performance
- Support reusable model platforms
- Test for bias fairness explainability
- Train team members on ML tools
Perks/Benefits
- N/A
Skills/Tech-stack
Access Control | Airflow | Authentication | Authorization | Bias detection | By Design | CI/CD | Data Drift | Data Drift Detection | Data Quality | Docker | Drift Detection | Encryption | Experiment tracking | Fairness testing | Feature Engineering | Kubernetes | MLOps | Machine Learning | Model Explainability | Model Monitoring | Model Registry | Privacy by Design | PyTorch | Python | REST API | SQL | Scikit-learn | TensorFlow
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
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