Responsibilities
- Develop AI/LLM application services including prompt pipelines, RAG services, workflow orchestration, evidence generation, and reviewer-facing outputs.
- Build and maintain read-only integrations with DOORS, ALM, ClearQuest, Windchill, SOP/document repositories, and DHF repositories.
- Implement agents for requirement-quality checks, traceability analysis, DHF completeness review, defect/change impact analysis, compliance checks, and draft evidence generation.
- Maintain prompt libraries, retrieval pipelines, metadata schemas, source-citation mechanisms, and output templates aligned with approved QMS workflows.
- Implement audit logging, model routing, access control, project isolation, and evidence packaging for controlled AI usage.
- Support OQ/PQ activities with test harnesses, datasets, prompt regression tests, hallucination checks, and workflow validation evidence.
- Partner with SMEs, QA, RA, Software Quality, and Validation teams on use cases, acceptance criteria, and reviewer workflows.
- Optimize performance, reliability, and observability across model calls, document processing, retrieval, and integrations.
- Maintain technical and configuration documentation and contribute to pilot rollouts, feedback loops, and expansion to new use cases.
Requirements
- At least 3 years of experience in software engineering, AI application development, LLM integration, workflow automation, or enterprise systems integration.
- Strong Python programming experience and practical experience with APIs, backend services, structured data processing, and AI/LLM application development.
- Hands-on experience building RAG pipelines, prompt-based applications, evaluation workflows, or agent-style systems.
- Familiarity with vector search, document chunking, metadata filtering, citation generation, and prompt/version management.
- Experience with cloud AI platforms, model APIs, or local/private inference environments in enterprise settings.
- Understanding of logging, testing, reproducibility, access control, and deployment in controlled environments.
- Ability to translate business or QMS requirements into technical workflows and reviewer-facing outputs.
- Strong written and verbal communication skills and ability to document technical solutions clearly.
Tech Stack
Categories
About Philips
Over the past decade we have transformed into a focused leader in health technology. At Philips, our purpose is to improve people’s health and well-being through meaningful innovation. We aim to improve 2.5 billion lives per year by 2030, including 400 million in underserved communities. We see healthcare as a connected whole. Helping people to live healthily and prevent disease. Giving clinicians the tools they need to make a precision diagnosis and deliver personalized treatment. Aiding the patient's recovery at home in the community. All supported by a seamless flow of data. As a technology company, we – and our brand licensees – innovate for people with one consistent belief: there’s always a way to make life better. Visit our website: http://www.philips.com/ Follow our social media house rules https://www.philips.com/a-w/about-philips/social-media.html