Senior Data Engineer I
Cape Town, Western Cape, South Africa
A ZAR 700K-960K (estimate) Senior-level Full Time
Tasks
- Automate system and platform life cycle management
- Build machine learning inference pipelines
- Build scalable data ingestion pipelines
- Collaborate with cross-functional teams
- Develop ML Ops continuous improvement strategy
- Develop and report ML Ops metrics
- Implement ML Ops versioning testing automation reproducibility deployment monitoring data privacy
- Monitor data platform health and optimize cloud costs
- Scale production systems for increased demand
Perks/Benefits
- N/A
Skills/Tech-stack
API Development | AWS | Amazon SageMaker | Apache Spark | CI/CD | Cloud platform | DVC | Data Privacy | Data Security | Databricks | Datahub | Docker | GitHub Actions | Google Cloud | Google Cloud Platform | Grafana | Jenkins | Kubernetes | MLOps | MLflow | Machine Learning | Machine learning deployment | Microsoft Azure | PyTorch | Python | Ray | Scala | TensorFlow
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
Roles
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