Senior Data Engineer I
Port Elizabeth, 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 data scientists and engineers
- Develop ML Ops continuous improvement strategy
- Implement ML Ops versioning testing automation reproducibility deployment monitoring data privacy
- Monitor data platform health and data lineage
- Optimize cloud costs
- Report ML Ops metrics
- Scale production systems for demand
Perks/Benefits
- N/A
Skills/Tech-stack
API Development | AWS SageMaker | Amazon Web Services | Apache Spark | CI/CD | DVC | Data Privacy | Databricks | Datahub | Docker | Docker containerization | GitHub Actions | Google Cloud | Grafana | Jenkins | Kubernetes | Learning operations | MLflow | Machine Learning | Machine Learning Operations | Machine learning deployment | Microsoft Azure | PyTorch | Python | Ray | Scala | TensorFlow | Web Services
Education
Roles
Regions
Countries
States
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