Job Description
Note:
The job is a remote job and is open to candidates in USA. Fabric Health is dedicated to solving healthcare's biggest challenge: clinical capacity. They are seeking a
Senior Engineer with AI expertise to lead the development of advanced language and voice technologies that transform patient-provider interactions. Responsibilities • Designing, building, and optimizing LLM applications (e.g., RAG, classification, summarization) • Prototyping and productionizing ML and AI features in Python, integrating them with backend services • Partnering with product and medical teams to develop appropriate safeguards and business constraints for AI outputs • Collaborating with engineering to develop APIs for LLM applications used by other product components • Creating automated evaluations to measure the accuracy and performance of LLM-powered systems • Maintaining and improving existing NLP and AI diagnosis production components • Developing analytics to monitor system performance and prioritize improvements • Deploying AI services end-to-end in cloud-native environments using AWS and Kubernetes • Staying on the cutting edge by researching and testing new AI tools, APIs, and architectures • Contributing to our conversational AI strategy and helping shape the future of healthcare AI Skills • 5+ years of experience in software engineering or applied machine learning, with a strong focus on building real-world AI/ML systems • Proficiency in backend development using Python (Flask or FastAPI), and 3+ years of hands-on experience with LLMs and LLM agents • Solid understanding of embeddings and embedding databases • Experience in NLP or speech processing technologies • Familiarity with modern AI/ML frameworks and tools (e.g., Hugging Face, OpenAI API, LangChain, LangGraph) • Experience building and deploying cloud-native applications on AWS with Kubernetes and container tools • Demonstrated ability to bring models from research to production, solving for latency, scale, and reliability • Effective communication skills and the ability to work across disciplines in a fast-paced, agile environment • A bachelor's degree in a related field is preferred, but not required • Experience with conversational agents, or real-time voice communication (e.g., WebRTC, telephony), ASR, TTS, or voice assistants • Prior work on multimodal AI interfaces or agent-based dialogue systems • Experience hosting, scaling, and fine-tuning open-source models • A passionate interest in improving healthcare access and outcomes through applied AI Benefits • Medical • Dental • Vision • Unlimited PTO • 401(k) plan • Stock options • Bonuses Company Overview • Fabric is an innovator in healthcare enablement software.
It was founded in 2021, and is headquartered in New York, New York, USA, with a workforce of 51-200 employees. Its website is Apply tot his job