Senior AI Engineer

FutureFit AI is an AI-powered workforce development company focused on helping people access better jobs and opportunities. The Senior AI Engineer will build and ship LLM-based coaching products, agentic workflows, and AI systems that provide evidence-grounded career guidance. The role also owns evaluation, applied machine learning, data pipelines, and integrations with enterprise and case management systems.

Responsibilities:

• Design, build, and ship LLM-based product experiences end to end: conversational coaching, agentic workflows that complete multi-step tasks for a user, and the tool use and orchestration layers underneath them
• Build the products that guide a job seeker to their next best step, and do the analysis that earns those recommendations: observed career transitions, causal impact on wages and lifetime earnings, and an honest assessment of what our data can and cannot claim
• Own how we know our AI is any good. Build the eval harnesses, offline and online quality measurement, regression tracking, and human-in-the-loop review that let us ship fast without shipping something harmful or wrong
• Build predictive, classification, and ranking models when that is the right tool for the product problem, and have the judgment to know when it is
• Prepare, label, govern, and maintain the pipelines and knowledge sources our AI systems depend on, so retrieval and reasoning are grounded in data we trust
• Connect our AI systems safely to internal tools, databases, SaaS products, case management systems, and enterprise workflows, with the auth, guardrails, and failure handling our customers' environments demand