AI Product Engineer

Camber is a company that builds software to improve the quality and accessibility of healthcare. As an AI Product Engineer, you will be responsible for developing AI-powered products and internal capabilities, focusing on rapid experimentation and delivering value to customers. Responsibilities: Rapidly prototype and ship AI-powered solutions to validate ideas and drive real impact; Own problems end-to-end from ambiguous idea to production system with minimal oversight; Build AI-powered products and tools that automate workflows, support decision making, and improve internal and customer-facing experiences; Operate across the stack including backend services, APIs, data pipelines, and lightweight product surfaces; Integrate AI capabilities such as LLMs into real workflows, ensuring they are reliable, observable, and cost-efficient; Run fast feedback loops by testing, measuring, and iterating using evaluation frameworks and real usage data; Develop reusable patterns and tooling that enable faster experimentation and iteration across the team Qualifications: 3+ years of experience building production systems as a backend or full-stack engineer; Strong Python proficiency: comfortable building production systems and data workflows in Python; Highly autonomous: able to take loosely defined problems and independently drive them to outcomes; Strong experimentation and analytical approach: able to design experiments, construct evaluation frameworks using historical data, and iterate quickly based on results; Generalist builder: comfortable working across product engineering, data, and infrastructure, with a focus on shipping practical solutions rather than research or theory; Customer and product intuition: able to understand workflows and pain points to build useful systems; Curiosity: motivated to learn new tools, frameworks, and domains quickly, especially in a fast-evolving AI landscape Required Skills: Python, AI integration, Production systems, Data workflows, Experimentation, Customer intuition, Curiosity, Generalist builder