Senior ML Engineer
Cape Town, Western Cape, South Africa
A ZAR 745K-1200K (estimate) Senior-level Full Time
Tasks
- Automate model retraining monitoring and logging
- Build and maintain CI CD pipelines for model deployments
- Collaborate with data scientists and engineers to align solutions with business needs
- Contribute to AI/ML strategy
- Design develop deploy machine learning models
- Develop ETL ELT pipelines for data preprocessing and feature engineering
- Ensure compliance with regulatory and security standards
- Implement observability and monitoring
- Monitor models in production for reliability and high availability
- Optimize machine learning models for real time decisioning
- Participate in on-call rotation
- Process datasets with Redshift for model training
- Provide guidance to junior engineers
- Troubleshoot and optimize production systems
Perks/Benefits
Skills/Tech-stack
AWS Lambda | Amazon CloudWatch | Amazon EKS | Amazon Redshift | Amazon SageMaker | Control-M | Docker | ELT | ETL | Fluent-bit | GitHub Actions | Grafana | Kibana | Kubernetes | MLOps | Machine Learning | OpenSearch | Prometheus | PySpark | PyTorch | Python | Real Time | Real-time Machine Learning | SQL | Scikit-learn | TensorFlow | Terraform
Education
N/A
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