AI Engineer
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Job Description
AI Engineer building reliable GenAI, RAG, and agentic systems for Red Nucleus’s life sciences solutions. Delivering AI-generated insights for scientific and medical writing teams.
Responsibilities:
- Design, build, and deploy LLM-powered solutions
- Integrate API-driven models such as Gemini and GPT into production
- Implement batching, caching, retries, and audit logging
- Design RAG pipelines using document ingestion, chunking, embeddings, vector databases, hybrid search, grounding, and citation-aware responses
- Develop agentic workflows using tools, APIs, structured outputs, multi-step reasoning, task planning, and human-in-the-loop review
- Explore and prototype emerging GenAI techniques against real problems
- Evaluate prototypes for production implementation
- Build dependable systems with APIs, cloud services, Docker, monitoring, LLM observability, and tracing
- Run GenAI pipelines to produce deliverables for scientific and medical writing teams when needed
- Collaborate with clinical, HEOR, and medical writing teams
- Deliver actionable insights and iterate based on subject matter expert feedback
- Ensure comprehensive documentation
Requirements:
- 3+ years building GenAI software solutions
- Strong Python skills
- Solid grasp of software engineering best practices, including testing, API design, and code quality
- Hands-on experience with RAG, embeddings, vector databases, prompt design, agents, and LLM evaluation
- Experience with LLM application frameworks such as LangChain
- Experience with APIs, databases, cloud platforms (Azure, AWS, or GCP), secure environments, and production monitoring
- Habit of staying current with fast-moving GenAI research and willingness to experiment
- Nice to have: background integrating and fine-tuning open-source LLMs
- Nice to have: experience building quick demos using Streamlit/Gradio
- Nice to have: exposure to asynchronous task queues such as Celery, RQ, or Kafka
Benefits:
- Rich working environment focused on innovation
- Meaningful work and a true sense of community
- Fun workplace culture
- Celebration and recognition of employees
- Great Place to Work recognition
- Equal opportunity and inclusive workplace
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