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 25 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