Pivots Hiring

AI Engineer (Healthcare)

Engineeringfull timeRemotemid level$85k-$130k

About This Role

We're seeking an AI Engineer to build machine learning solutions that transform healthcare recruitment and talent acquisition. You'll design, develop, and deploy AI models for healthcare-specific use cases—from candidate matching to clinical role optimization—working across our AI-first platform serving European healthcare organizations. This is a hands-on role where you'll own ML pipelines end-to-end, collaborate with product and domain experts, and directly impact how healthcare talent is discovered and matched.

Requirements

  • Build and productionize ML models using Python, PyTorch, or TensorFlow
  • Design healthcare-relevant AI solutions (matching algorithms, NLP, embeddings, or ranking systems)
  • Implement MLOps practices: model training pipelines, versioning, monitoring, and deployment
  • Work with unstructured healthcare data (CVs, job descriptions, clinical notes) using NLP and embeddings
  • Collaborate with product, backend engineers, and healthcare domain experts to translate requirements into ML systems
  • Demonstrate experience shipping ML features in production B2B SaaS environments

Skills

PythonMachine LearningHealthcare AINLPPyTorch/TensorFlowMLOpsVector DatabasesLLMs

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