Head of AI
As Head of AI, you will lead our team of AI Engineers and own the technical direction of AI at Light-it. This is a hands-on leadership role. At Light-it, our managers are expected to lead people and processes while remaining close to the technology. You should be equally comfortable defining an AI architecture, writing production code, reviewing an evaluation framework, talking to a client, and helping an engineer grow. Your team will operate across three main areas: Client Projects: Design and build production AI systems for healthcare companies, working directly with clients and their stakeholders. Innovation Lab: Explore emerging technologies, rapidly prototype new ideas, validate use cases, and help turn promising experiments into products or new capabilities. AI-Native Engineering: Help evolve how Light-it builds software by developing our internal engineering harness, agentic workflows, routines, tools, and infrastructure that allow our teams to work more effectively with AI.

Main required skills
- Strong software engineering background with experience building and operating production systems.
- Deep practical experience building applications with LLMs and agentic architectures.
- Strong experience with LangGraph, LangChain, Langfuse, or comparable frameworks.
- Experience designing and implementing LLM evaluations and evaluation pipelines.
- Strong understanding of agentic AI, workflows, tool calling, RAG, structured outputs, context engineering, and graph-based architectures.
- Experience taking AI systems from prototype to production.
- Strong understanding of observability, reliability, latency, and cost considerations in production AI.
- Experience working with multiple LLM providers and understanding their respective trade-offs.
- Ability to move quickly from an ambiguous problem to a working prototype.
- Strong product and business mindset. You care about solving the right problem, not just using the newest technology.
- Ability to communicate technical concepts clearly to clients, executives, product teams, and engineers.
- Experience leading and developing engineers while remaining technically hands-on.
- Strong written and spoken English.
We are looking for someone able to
Other valuable skills
- Experience building AI products in healthcare or another regulated industry.
- Experience with HIPAA and systems handling PHI.
- Experience with AWS and Amazon Bedrock.
- Experience with MCP and agent/tool infrastructure.
- Experience implementing AI-assisted software development workflows at an organizational level.
- Experience with vector databases, knowledge graphs, GraphRAG, or advanced retrieval architectures.
- Experience designing multi-agent systems.
- Experience contributing to technical discovery, solution architecture, or pre-sales conversations.
Meet Your team

Join our team!
We are always on the look for new bright minds to join us; apply here! We'll review your CV and contact you if there's an opportunity that suits your needs.




































































































































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