Senior Scientist shaping the future of generative AI for content authoring in healthcare at Johnson & Johnson. Working with AI methodologies to develop innovative solutions for regulatory and scientific documentation.
Responsibilities
Design and develop intelligent agent systems for regulatory and scientific content authoring, including writing, reviewing, editing, and refining documents based on guidelines and user input.
Advance agent memory architectures and persistent knowledge retention to enable long-horizon reasoning and chain-of-thought grounding.
Prototype and implement controls for hallucination, uncertainty quantification, and safe output generation.
Build evaluation and benchmarking frameworks for GenAI-driven content authoring, including automated evaluation suites for prompts, models, and retrieval flows.
Collaborate with regulatory writers, scientists, engineers, and IT teams to translate emerging AI methodologies into practical, production-ready solutions.
Serve as an internal domain expert for GenAI Content Authoring specific agents’ systems, driving innovation and protocols across R&D.
If required, contribute to interpretation and generation of figures and plots, demonstrating multimodal AI experience.
Requirements
Master's degree in AI/ML, Computer Science, Engineering, Bioinformatics, or related field with 4+ years of hands-on experience in GenAI engineering.
Hands-on experience with multi-agent frameworks such as LangGraph, DSPy, memO, or similar architectures.
Strong proficiency in Python and modern deep-learning frameworks (PyTorch, TensorFlow).
Experience building retrieval-augmented generation (RAG) systems, including chunking, embeddings, vector databases, and reranking.
Knowledge of advanced mathematical concepts such as uncertainty quantification, probabilistic modelling, or information theory.
Experience implementing structured generation, schema enforcement, and model/tool orchestration for complex workflows.
Positive, motivated, collaborative approach with the ability to work independently and within a multidisciplinary environment.
Benefits
Health insurance
Professional development opportunities
Job title
Senior Scientist – Generative AI for Content Authoring
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