Fabric Health · 6 hours ago
Senior Software Engineer, Artificial Intelligence
Fabric Health is dedicated to solving healthcare's biggest challenges by enhancing clinical capacity through intelligent automation. They are seeking a Senior Engineer with AI expertise to lead the development of advanced language and voice technologies that transform patient and provider interactions, focusing on large language model applications and natural language processing.
Health CareHospitalityWellness
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
Qualification
Required
A bachelor's degree in a related field is preferred, but not required
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
Preferred
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
Comprehensive benefits package such as medical, dental, vision, unlimited PTO, and a 401(k) plan, stock options and bonuses
Company
Fabric Health
Fabric Health provides access and information on local health care resources by meeting families to improve health and wellbeing.
Funding
Current Stage
Early StageTotal Funding
$0.5MKey Investors
Alumni VenturesFund for HealthRichard King Mellon Foundation
2023-09-29Seed
2022-08-09Seed
2022-01-26Grant· $0.5M
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