Product Management AI Training Expert

About OpenTrain

OpenTrain is the #1 platform for finding and building careers in AI training and data labeling. OpenTrain AI hires and contracts contributors for projects that help shape how modern AI systems understand, generate, and evaluate professional work.

• Build a credible portfolio of AI training experience
• Discover projects aligned with your professional expertise
• Create an OpenTrain account for free

About AI Training Work

AI training is the human side of building artificial intelligence. Experts create realistic examples, write high-quality reference responses, and evaluate model outputs so AI systems can produce more useful and reliable work.

This remote, flexible field allows professionals to apply their existing expertise to cutting-edge AI projects. Many contributors work part time and choose assignments that fit their schedules.

• Help establish standards for AI-generated professional content
• Apply real-world judgment to model evaluation and feedback
• Work remotely with flexible part-time scheduling

The Role

OpenTrain AI is seeking a Product Management AI Training Expert to support AI systems through realistic product management tasks and high-quality reference responses. You will work across PRDs, launch materials, roadmaps, executive communications, and strategy documents.

The role is designed for an experienced product manager who can recognize leadership-quality work, explain meaningful tradeoffs, and turn ambiguous business goals into clear product decisions. Prior AI training experience is not required.

• Contractor, part-time opportunity
• 20+ hours per week
• United States-based
• English-language work
• Pay: $100–$200 per hour

What You'll Do

You will design and evaluate product management content that reflects authentic, high-impact workflows. Your work will help distinguish strong product thinking from incomplete, vague, or poorly prioritized AI-generated outputs.

• Design realistic scenarios involving specification writing, launch reviews, executive updates, and strategy memos
• Develop polished deliverables demonstrating senior-level clarity, prioritization, technical depth, and executive readiness
• Evaluate AI-generated product outputs for structure, tradeoffs, prioritization logic, and stakeholder communication
• Build detailed rubrics that distinguish leadership-quality work from early drafts
• Identify and annotate failure modes such as vague objectives, missing tradeoffs, and unclear prioritization
• Map task designs to authentic product management workflows

Requirements

This opportunity requires substantial product management experience and strong written communication across both technical and executive audiences. The work calls for practical ownership of core product documents and the judgment to assess product decisions at a high standard.

• At least four years of product management experience at a major technology company or comparable scale
• Experience owning PRDs, launch documentation, roadmaps, and executive presentations
• Ability to apply Jobs to Be Done, opportunity solution trees, and prioritization frameworks
• Judgment in evaluating tradeoffs, prioritization, technical depth, and stakeholder clarity
• Native-level written English across technical and executive audiences
• Experience with product strategy, stakeholder management, and cross-functional communication

Preferred Background

The following experience is helpful but not required: a master's degree, MBA, or relevant technical degree; leading product launches; owning major product surfaces; and translating ambiguous business goals into clear product decisions.

• Master's degree, MBA, or relevant technical degree
• Experience leading launches
• Experience owning major product surfaces
• Strong ability to convert ambiguity into clear product direction

Why Work With OpenTrain

OpenTrain helps professionals grow in the fast-moving AI training and data-labeling industry. Your work can contribute directly to how AI systems handle product strategy, communication, and decision-making while helping you build a durable portfolio of specialized experience.

• Apply your product management expertise to state-of-the-art AI development
• Build evidence of specialized AI training work
• Manage opportunities and grow your professional profile in one place