Senior Data Engineer
Cape Town, Western Cape, South Africa
A ZAR 745K-900K (estimate) Senior-level Full Time
Tasks
- Add automated testing and deployment
- Build and operate Databricks solutions
- Build generative AI data pipelines
- Build lakehouse structures
- Configure Unity catalog
- Deliver analytics and BI data solutions
- Design scalable data pipelines
- Develop PySpark jobs
- Develop Python pipelines
- Enable machine learning data workloads
- Ensure data observability and resilience
- Ensure data performance and cost-efficiency
- Implement CI/CD for data pipelines
- Implement Databricks Jobs and Workflows
- Implement data lake and lakehouse governance
- Implement retrieval augmented generation datasets
- Maintain documentation runbooks
- Maintain enterprise data platforms
- Manage Delta Lake tables
- Manage metadata and lineage
- Prepare prompt and context datasets
- Support incident resolution and root cause analysis
- Write SQL queries
Perks/Benefits
- N/A
Skills/Tech-stack
Apache Spark | Automated testing | CI/CD | Data Lineage | Databricks | Delta Lake | GenAI | Machine Learning | Metadata Management | Prompt engineering | PySpark | Python | RAG | Retrieval-Augmented Generation | SQL | Unity Catalog | Vector embeddings
Education
N/A
Roles
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