AI Training Specialist Product Management Operations

About OpenTrain

OpenTrain AI is the hiring and contracting organization for this role. OpenTrain is the #1 platform for finding and building careers in AI training and data labeling, helping people discover projects, build a professional profile, and apply in minutes.

This contract places your product management and operations experience at the center of how AI tools are designed, tested, and improved.

About AI Training Work

AI training is the human side of building artificial intelligence. Specialists prepare reference materials, define evaluation standards, and review model outputs so AI systems can produce more useful and reliable results.

This role focuses on product-focused AI tools. Your work will translate established product management practices into structured rules, scenarios, and evaluation assets that support high-quality AI-generated product artifacts.

The Role

OpenTrain AI is seeking an AI Training Specialist in Product Management and Operations. You will define domain quality standards and author foundational logic for tools that generate product roadmaps, feature specifications, user story backlogs, and related product operations artifacts.

This is a contract position requiring deep product management expertise. You will create reference assets, build spreadsheet-based logic, and evaluate AI-generated outputs against professional B2B and B2C product management standards.

• Remote engagement open worldwide
• Contract length of up to 2 weeks
• 40 hours per week commitment
• Listed time requirement of 20+ hours per week
• Eight hours of overlap with Pacific Time required
• Weekend on-call availability required

What You'll Do

You will turn product management frameworks and operational constraints into structured parameters and deterministic spreadsheet logic. The work combines product judgment, concise writing, scenario design, and careful evaluation of AI-generated materials.

• Define discovery parameters and operational guardrails for AI tools building product roadmaps, feature specifications, and user story backlogs.
• Build and validate reference product dashboards, RICE and MoSCoW scoring models, roadmap timelines, and Q&A triage boards in Google Sheets or Excel.
• Design realistic product operations scenarios and validate domain context files, including PRDs, customer feedback logs, and release plans.
• Review, score, and refine AI-generated product artifacts for alignment with professional B2B and B2C product management standards.
• Translate feature scoring rules, triage logic, and roadmap constraints into deterministic spreadsheet formulas and structured parameters.

Required Qualifications

This role is suited to a product management or product operations professional who can combine practical domain knowledge with precise documentation and evaluation skills. The listing identifies the experience level as entry level while also requiring at least three years of relevant experience, so applicants should review that requirement carefully.

• At least 3 years of experience in product management or product operations
• Hands-on familiarity with RICE, MoSCoW, and Kano prioritization frameworks
• Experience with roadmap planning and backlog grooming
• Experience managing internal Q&A or feedback triage programs
• Strong, concise professional writing skills
• Ability to convert scoring rules and triage logic into spreadsheet formulas
• Bachelor's degree or equivalent practical experience
• English proficiency

Helpful Background

Experience in AI evaluation, data annotation, content review, quality assurance, or a related analytical role is helpful. Familiarity with this type of work can support the careful review and refinement of AI-generated product outputs.

Why This Work Matters

Every major AI system depends on people who prepare examples, establish quality standards, and assess model behavior. By applying product management expertise to AI training, you will help shape tools that support real product planning and operations workflows.

• Apply established product frameworks to emerging AI systems
• Build practical reference assets and evaluation standards
• Work remotely with a focused contract schedule
• Contribute directly to the quality of AI-generated product artifacts

How to Apply

Create a free OpenTrain account and apply through OpenTrain in minutes. Be prepared to demonstrate your product management or operations experience, framework knowledge, spreadsheet logic skills, and availability for Pacific Time overlap and weekend on-call coverage.