Product Manager - AI Content Generation

Speak is building a human-level, AI-powered tutor for language learning. This role exists to build the product system that scales content creation at the speed of software, enabling high-velocity content generation with quality guarantees, human review workflows, and pedagogical integrity. The Product Manager will drive designing evals, building authoring and quality workflows, connecting generation to learner outcomes, and raising execution quality across teams.

Responsibilities

Own the content generation and quality product roadmap; Design and ship authoring, generation, QA, evals, and content improvement loops for internal and external users; Build product workflows for human expert review, automation, and quality gates; Partner closely with curriculum, AI, engineering, product, and learning teams; Define evals and ship/no-ship criteria for AI-generated lessons, feedback, and content variants; Build feedback loops from learner behavior (ratings, completion, complaints, expert review) back into generation quality; Design the end-to-end workflow that moves priority content from request to generated draft to human review to launch

Requirements

6+ years of hands-on Product Management experience; Experience with AI product systems: generated content, authoring tools, workflow automation, evals, QA, or expert-review workflows; Technical fluency around model behavior, data quality, reliability, and user trust, enough to define real product requirements; Strong written communication and structured thinking; Demonstrated ability to lead cross-functional outcomes without formal authority or direct reports

Nice to have

Experience with creator tooling or content operations at scale; Familiarity with content quality programs, pedagogical frameworks, or learning science