Product Manager for AI Web Application Specification Review

This role reviews AI-generated web application specifications before they are used in model evaluation, ensuring product requests are realistic, internally consistent, complete, and clear so applications can be built and tested against high-quality specifications.

• Review AI-generated product specifications for web applications.
• Evaluate whether product requests are realistic, complete, and unambiguous.
• Verify that subsequent feature requests build correctly on the existing product state.
• Ensure product requirements align with associated browser-based test scenarios.
• Identify inconsistencies, missing requirements, or unclear acceptance criteria.
• Provide structured written feedback following project review guidelines.

• 3+ years of experience in Product Management, Technical Product Management, Product Design, or Business Analysis.
• Experience writing or reviewing product requirements, PRDs, user stories, or acceptance criteria.
• Strong understanding of modern web application workflows and user experiences.
• Comfortable evaluating complex feature specifications and product logic.
• Excellent written communication and attention to detail.
• Experience working with engineering and QA teams is preferred.

• Contribute to the quality of next-generation AI systems by reviewing real-world product specifications used in model evaluation.
• Apply product expertise to challenging web application scenarios spanning user experience, feature design, and product logic.
• Collaborate with experienced reviewers on a fast-paced, high-impact AI benchmarking initiative.

• Location: Remote.
• Engagement type: hourly.
• Work consists of reviewing AI-generated specifications that will be used in model evaluation.

30 - 60 hourly

Remote work required. No additional eligibility or work-authorization details were provided in the source listing.