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Oakwell Hampton Group

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Senior Data Engineer

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Summary

A Senior Data Engineer owns the clinical-data foundation at a stealth, privacy-first AI healthtech company in The Hague (hybrid), investigating messy hospital/EHR data and building reliable production pipelines. Core stack: Python, SQL, Airflow ETL/ELT, cloud-native (GCP ideal), Docker/Kubernetes, with healthcare data standards as a plus.

The Hague, Netherlands (Hybrid - Flexible)

I'm currently partnering with a stealth, privacy-first AI healthtech company that's building the infrastructure needed to unlock sensitive clinical data safely and responsibly.

They're developing technology that enables healthcare and life-science organisations to make better use of clinical data, improving access to clinical trials, supporting real-world evidence, and accelerating medical research.

They're now looking for a Senior Data Engineer to own the trusted clinical-data foundation behind their products, customer workflows and research environments.

This is not simply a pipeline-building role. You'll be working with messy, real-world clinical data from hospital and EHR systems, investigating its quality, semantics and relationships before designing the engineering solutions needed to make that data reliable, reusable and production-ready.

You'll join a small, multidisciplinary team working across data, AI, product, clinical, privacy/security and customer delivery, with significant autonomy and ownership over technically challenging problems.

The Successful Senior Data Engineer will have:

  • A strong senior-level track record of independently owning, shipping and operating production data platforms or pipelines end-to-end.
  • Strong Python and SQL skills, including data modelling, complex queries, testing, debugging and maintainable production code.
  • Hands-on experience designing and operating ETL/ELT pipelines, with Apache Airflow or comparable orchestration experience.
  • Experience investigating and modelling messy structured and unstructured data before implementing production pipelines.
  • Strong engineering practices around automated testing, code review, version control, documentation, CI/CD and observability.
  • Experience working in cloud-native environments, ideally with Google Cloud; Azure experience is also valuable.
  • Hands-on experience with Docker and Kubernetes.
  • The ownership, judgement and communication skills required to work effectively in a small, multidisciplinary team.
  • Professional fluency in English and a relevant degree or equivalent practical experience.

Senior Data Engineer Nice to Haves:

  • Experience working with clinical, healthcare or EHR data.
  • Experience with FHIR, HL7, OMOP, openEHR or other healthcare interoperability standards.
  • Familiarity with clinical terminology and coding systems such as ICD, SNOMED CT, LOINC or ATC.
  • Experience with clinical research, clinical trials, registries or real-world evidence.
  • Exposure to LLMs, medical NLP, RAG, embeddings, knowledge graphs or modern AI applications.
  • Experience with Terraform, dbt or Kafka.
  • Experience working in regulated environments or collaborating with Dutch-language customers.

Benefits for the successful Senior Data Engineer:

  • Work on meaningful clinical-data problems that can increase access to clinical trials and accelerate medical research.
  • High autonomy and genuine influence over architecture, engineering standards and delivery practices.
  • A high-spec MacBook Pro and access to leading engineering and AI tools.
  • Flexible hybrid working with significant autonomy.
  • The opportunity to work abroad for two periods of up to two weeks per year, subject to applicable requirements.
  • 25 paid holiday days per year, plus commuting compensation.
  • A dedicated learning and development budget.
  • The opportunity to grow into a Founding Engineer role, with broader technical leadership and ownership.
  • A collaborative, multidisciplinary team working on technology that directly impacts patients, healthcare and medical research.

This is an opportunity for a Senior Data Engineer who enjoys making messy, high-stakes data dependable to take genuine ownership of the data foundation behind an ambitious healthtech company.

Skills

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