
AI/ML Engineer
9 hours ago
Job Overview
We are looking for a Junior AI/ML Engineer to support the development and integration of conversational AI features into the Heald app. The role involves assisting in building chatbots, working with Retrieval-Augmented Generation (RAG) pipelines, and integrating with large language models (LLMs) such as OpenAI, Claude AI, and Gemini AI. Candidates with prior healthcare or health-tech exposure will be preferred.
Candidate Requirements
- 2-4 years of experience in AI/ML or related software engineering
- Strong Python programming skills
- Familiarity with Flask/FastAPI and REST API development
- Basic understanding of NLP concepts, transformers, and embeddings
- Exposure to at least one LLM API (OpenAI, Claude, Gemini, Cohere, etc.)
- Interest in healthcare/health-tech applications
- Eagerness to learn about RAG systems, vector databases (FAISS, Pinecone, Weaviate), and prompt engineering
Key Responsibilities
- Assist in building and maintaining AI/ML pipelines for chatbots and RAG workflows
- Work with LangChain, LangGraph, or similar frameworks
- Support integration of LLMs into conversational AI features for diabetes management use cases
- Contribute to backend services using Python and Flask
- Collaborate with product, data science, and medical teams to refine dialog flows
- Participate in testing, debugging, and improving chatbot responses for accuracy, empathy, and safety
- Learn healthcare compliance requirements (HIPAA, data security)
Additional Requirements
- Prior experience in healthcare or health-tech AI applications
- Exposure to LangChain, LlamaIndex, or similar AI frameworks
- Familiarity with cloud platforms (AWS/GCP/Azure)
- Basic understanding of GraphQL and frontend frameworks like
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