Data Engineer (MLOps / Analytics Focus)
Blue Pearl HQ · Johannesburg
Job description
About the role
Our client is looking for an intermediate‑level Data Engineer with a strong focus on MLOps and analytics. The role will involve designing, optimizing and governing enterprise‑scale data and machine‑learning pipelines within a Databricks environment, ensuring they are scalable, maintainable and business‑ready.
Key responsibilities
- Design, optimise and maintain scalable data pipelines in Databricks, including Delta Tables and notebooks.
- Implement data validation, quality checks and monitor pipeline governance.
- Train, deploy and monitor ML models using MLflow, analysing performance and business impact.
- Develop Power BI dashboards and reporting solutions to support data‑driven decisions.
- Monitor API integrations, troubleshoot failures and ensure data consistency.
- Manage Git‑based workflows: pull requests, branch syncing, merge conflict resolution.
- Collaborate with data scientists, analysts and business stakeholders across projects.
Required profile
- Bachelor’s degree or diploma in Computer Science, Data Engineering, Information Systems, Mathematics, Statistics or a related field.
- 3–5 years of hands‑on experience in data engineering or a similar role.
- Proven experience with Databricks, MLflow and Power BI.
- Strong knowledge of Git version control and API integration monitoring.
- Self‑driven, proactive and able to work collaboratively.
Required skills
- Databricks (Delta Tables, Notebooks)
- MLflow
- Python
- SQL
- Power BI
- Git / Azure DevOps
- API integration and monitoring
- Data pipeline optimisation
- Data quality and governance
- Azure Data Services (advantageous)
- CI/CD for ML pipelines
- Spark / PySpark
- Cloud‑based data platforms
- MLOps best practices
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Published 1 week ago
Expires 1 month from now
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Blue Pearl HQ
Johannesburg
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