Databricks AWS ML Engineer

19 hours ago


Melbourne, Victoria, Australia Saltworth Full time $90,000 - $120,000 per year

Databricks MLOps / Data Engineer – Clinical Data & Women's Health

Must have commercially-gained Databrick and AWS previous work experience to:

  • Build Data Foundations for Women's Health Innovation
  • Operationalise data-driven care models that transform women's health journeys.
  • Design and maintain production-grade data/ML pipelines powering precision medicine solutions at the intersection of genomics, AI, and clinical care.

Required Expertise

  • Production experience with Databricks and Lakehouse architecture
  • Strong Python/PySpark and AWS (S3, data science tools)
  • Track record in scalable data engineering and MLOps
  • Product delivery with compliance/deadline focus
  • Ability to deliver robust solutions in regulated environments

Key Responsibilities

  • Build and optimise Databricks-based data pipelines in AWS
  • Implement MLOps frameworks for automated model training/deployment
  • Develop scalable Lakehouse solutions with PySpark/SQL
  • Ensure compliant delivery of healthcare solutions (SaMD training provided)
  • Collaborate with clinicians and researchers on cross-functional projects

APPLY NOW:

  • Help guide a dedicated innovation arm within a global healthcare group
  • Develop data-driven tools that advance women's health globally
  • Make tangible impacts in reproductive and women's health
  • Work with leading experts in AI, genomics, and precision medicine
  • Build and run programs that redefine care pathways, creating new models across fertility (IVF) and beyond


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