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AIML Engineer, Agentic AI COA Accelerator

IQVIA · Madrid, Spain +5 more

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Role summary

IQVIA seeks an AI/ML engineer to develop agentic AI capabilities for the Clinical Outcomes Assessments accelerator program. The role focuses on building retrieval-augmented generation systems, prompt engineering, and model evaluation to transform COA knowledge into reliable AI-enabled workflows supporting evidence-backed clinical research.

What they're looking for

  • Degree in computer science, machine learning, artificial intelligence, data science, or related technical field
  • Production experience building AI, NLP, LLM-powered, or machine learning applications
  • Practical experience with retrieval-augmented generation, embeddings, vector databases, and prompt engineering
  • Strong Python skills and familiarity with modern AI/ML frameworks, APIs, and deployment workflows
  • Experience working with unstructured scientific, clinical, regulatory, or healthcare data
  • Understanding of AI output quality risks including hallucination and weak source grounding
  • Ability to collaborate with technical and non-technical stakeholders across teams

What you'll be doing

  • Design and optimize AI workflows for COA strategy generation, evidence synthesis, and expert review
  • Implement retrieval pipelines across structured and unstructured sources with semantic search and citation support
  • Develop mechanisms to distinguish between strong evidence, weak precedent, and areas requiring expert judgment
  • Create and maintain model evaluation frameworks assessing factuality, citation accuracy, and hallucination risk
  • Partner with COA scientists, product managers, and engineers to ensure scientific credibility and explainability

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Date posted1 day ago
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