Senior Databricks AI Engineer
via Mediro ICT · Waterfall City, Gauteng
- Pay
- Market related
- Type
- Contract · remote / hybrid
- Experience
- 5–10 years
- Level
- Senior
- Sector
- IT & Internet
- Closes
- in 30 days
- Recruiter
- Mediro ICT · All jobs at Mediro ICT
About the role
Our client based in Waterfall City is looking to recruit A senior AI engineer required to build a GenAI reporting solution for a leading private hospital group, using LLMs to convert patient and clinical data in Databricks into clinician-ready reports.
- Translate clinical reporting needs into the datapoints each report requires, and build them as governed tables in Databricks
- Design the prompts, templates and orchestration that generate structured, narrative reports from those datapoints
- Build retrieval over clinical guidelines and policy documents where reports depend on them
- Put guardrails in place so every statement is grounded in source data and patient data stays protected
- Build evaluation with clinicians: test sets, automated scoring and regression checks
- Take the solution into production with monitoring, an audit trail and cost control
- Demo progress to clinical stakeholders every sprint and turn their feedback into improvements
What they're looking for
- Experience in ML or AI engineering, including at least one LLM solution delivered into production use
- Strong Databricks: Unity Catalog, Delta, Workflows, MLflow, Mosaic AI Model Serving and Vector Search
- Python, PySpark and SQL to production standard
- Prompt engineering and orchestration (LangChain, LangGraph, DSPy or equivalent), including structured output generation
- Retrieval-augmented generation design, tuning and evaluation
- LLM evaluation methods: golden datasets, groundedness scoring, LLM-as-judge, regression testing
- Guardrails, hallucination controls and handling of sensitive personal data
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