Sr AI/ML Engineer
thermofisher
Job Description
- Lead activities across the AI/ML lifecycle – from ideation, research, data engineering, model development and optimization, evaluation, performance tuning and deployment, while continuously engaging customers to gather feedback and incorporate it into solution development.
- Iteratively develop, deploy and scale AI/ML models and solutions across life sciences, genomics, material sciences, and healthcare.
- Contribute to the development of AI/ML models and solutions, following established model and system architectures, software design standards, reusable patterns, and best practices for AI and Generative AI solutions.
- Apply evaluation-driven approaches to AI/ML development by implementing and running evaluation frameworks, analyzing model performance, and using results to improve the quality and reliability of AI/ML solutions.
- Build and deploy LLM-powered services using Azure OpenAI, Anthropic Claude, and OpenAI-compatible APIs.
- Architect and implement agentic AI and RAG workflows, including data ingestion, chunking, embeddings, vector search, retrieval, tool calling, memory, and prompt engineering.
- Design, develop, and integrate Generative AI systems using LangChain and LangGraph for agentic workflows and orchestration.
- Integrate AI/Generative AI capabilities into enterprise platforms, scientific applications and end-to-end workflows.
- Mentor and guide engineers across the AI/ML lifecycle, including model development, evaluation, and implementation of AI solutions.
- Actively participate in Communities of Practice, influencing engineering standards and AI/Generative AI adoption strategies across the organization.
- Communicate effectively with technical and non-technical stakeholders through clear documentation, architecture diagrams and design reviews.
- Stay current with advancements in AI/ML, Generative AI, agentic frameworks, and LLM ecosystems, and apply relevant innovations to enhance internal tools, scientific solutions and customer-facing products.