Endeavor Health is looking to transition its enterprise AI platform from a vendor-managed product to a sustainable, internally owned solution. The goal is to leverage cutting-edge LLM and agentic AI technologies to design, build, and maintain AI components for user-facing features.
Requirements
- Proficient in Python, JavaScript, REST APIs, Kubernetes, Docker, Git, and SQL
- Knowledgeable with machine learning frameworks such as TensorFlow, scikit-learn, and modern AI technologies including LLMs and Generative AI, with hands-on exposure to LangGraph and MCP
- Familiarity with prototyping tools like Figma and front-end development using JavaScript, CSS, React.js is a plus
- Familiarity in DevOps and MLOps practices within cloud environments
- Professional experience in software engineering, including building, maintaining, and deploying production-grade applications
- Advanced degree in statistics, applied mathematics, predictive analytics, computer science, operations research or related quantitative discipline
- Experience translating complex technical insights into actionable business recommendations
Responsibilities
- Gain a comprehensive understanding of the vendor-built chatbot’s architecture, model workflows, and front-end implementation.
- Collaborate with internal and vendor teams to map out the system and identify opportunities for internal development.
- Design, fine-tune, and deploy LLM-based solutions (e.g., Gemini, Claude, LLaMA, Mistral) for chatbot and business applications.
- Develop AI agents capable of reasoning and multi-step task execution to extend chatbot automation.
- Build frameworks to monitor agent performance, safety, bias, and reliability, integrating human-in-the-loop feedback.
- Conduct A/B testing and user behavior analysis to optimize chatbot interaction and engagement.
- Collaborate with product and design teams to ensure seamless and effective user experiences.
Other
- Master’s in Data Science, Computer Science, Statistics, Mathematics, Engineering, or related fields (required)
- 6 or more years of related professional experience
- Insatiable intellectual curiosity
- Exceptional written and verbal communication skills, ability to make decisions and explain technical concepts to non-technical stakeholders
- Knowledge of the healthcare industry is a plus
