обновлено 3 дня назад
Agentic AI Engineer
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Agentic AI Engineer (AI/Medical Imaging): Building and operationalizing agentic AI workflows for medical imaging clinical trials and AI-driven product development lifecycles with an accent on RAG, structured data extraction, evaluation, and regulated software practices. Focus on designing reliable multi-step agents, implementing guardrails and observability, and deploying production services with traceability and human oversight.
Location: Remote (UK)
Company
helps the biopharmaceutical industry bring medical treatments to market faster through clinical research and medical imaging solutions.
What you will do
- Design, build, and operationalize agentic AI capabilities for medical imaging clinical trials.
- Develop agents for imaging data intake and validation, metadata reconciliation, protocol-driven quality control, discrepancy detection, and structured extraction from DICOM, non-DICOM, reports, and PDFs.
- Implement retrieval-augmented generation using controlled knowledge sources such as SOPs, protocols, specifications, and runbooks, with citations and traceability.
- Build evaluation harnesses covering task success, grounding, hallucinations, regression testing, bias, and failure modes.
- Help transform the product development lifecycle with agentic workflows for discovery, delivery, deployment, and production operations.
- Collaborate with Product, Imaging Operations, Data Engineering, QA, Security, and Regulatory/Quality teams to define use cases, guardrails, acceptance criteria, and human review workflows.
Requirements
- Solid professional software engineering experience, including shipping production systems.
- Experience implementing LLM-based systems, including agentic workflows, tool calling, and structured outputs.
- Strong understanding of RAG, chunking, embeddings, retrieval quality, citations, and knowledge grounding.
- Experience evaluating LLM or agent quality through offline testing and production telemetry.
- Knowledge of APIs, testing, clean architecture, data validation, lineage, auditability, CI/CD, monitoring, logging, and secure deployment practices.
- Master’s degree in Computer Science, Engineering, Data Science, or a related field, or equivalent practical experience.
Nice to have
- Exposure to medical imaging concepts, DICOM, metadata, or clinical trial workflows.
- Experience in healthcare, life sciences, regulated software, privacy, or security-sensitive environments.
- Master’s degree or relevant AI/ML specialization.
Culture & Benefits
- 25 days of holiday, with the option to buy additional days.
- Health Cash Plan and optional private health, dental insurance, and health screens.
- Cycle-to-work scheme and season ticket loan.
- Pension scheme with up to 10% employer contribution.
- Life assurance.
- Equal Employment Opportunity workplace.
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