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AI Summary

The role involves designing realistic product management scenarios and developing gold-standard deliverables to train next-generation AI systems. You will also evaluate AI-generated outputs and author detailed rubrics to define quality standards for PM communications.

Job Description

  • Job Title: Product Management Expert
  • Job Type: Contractor
  • Location: Remote, USA Only

About the hiring company:

Our client is a rapidly growing, venture-backed AI company helping shape the next generation of intelligent systems. By combining world-class human expertise with advanced machine learning workflows, they enable leading AI organizations to build, evaluate, and improve cutting-edge models used across a wide range of industries.

The company works with highly accomplished professionals in fields such as software engineering, finance, healthcare, legal, operations, research, and other specialized domains. These experts contribute directly to the development of advanced AI systems by providing real-world knowledge, evaluations, feedback, and domain-specific judgment that help models reason more accurately and perform more effectively.

Leveraging a proprietary AI-driven talent assessment and matching platform, the organization identifies exceptional professionals globally and connects them with high-impact projects at the forefront of artificial intelligence.

Backed by more than $40 million in funding and supported by a rapidly expanding international network of experts, the company is building critical human intelligence infrastructure for the AI economy and creating meaningful opportunities for professionals to apply their expertise in entirely new ways.

Job Summary: 

Engaging Product Management Experts to contribute to a customer's project focused on shaping the future of AI-driven product workflows. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Participants will design tasks and craft golden-standard responses reflective of core Product Management deliverables, including PRDs, launch memos, roadmap decks, executive reviews, and cross-functional briefs. This engagement highlights the opportunity to set benchmarks for PM documentation and influence the development of cutting-edge AI capabilities.

Scope of Work

  1. Design realistic product management scenarios encompassing spec writing, launch reviews, exec updates, and strategy memos.
  2. Develop gold-standard deliverables that exemplify senior PM-level clarity, polish, and executive-readiness.
  3. Evaluate AI-generated outputs for content structure, prioritization logic, technical depth, and stakeholder clarity.
  4. Author detailed rubrics that define the quality bar for PM communications, including leadership-level vs. early-draft distinctions.
  5. Identify and annotate common failure modes in PM deliverables, such as vague objectives, missing tradeoffs, or unclear prioritization.
  6. Partner with the micro1 platform to ensure task designs map to authentic, high-impact PM workflows.

Preferred Qualifications

  1. At least 4 years' experience as a PM with a major tech company (FAANG, Microsoft, or similar scale).
  2. Deep ownership of PRDs, launch documentation, roadmaps, and executive presentations.
  3. Mastery of core PM frameworks, including JTBD, opportunity solution trees, or prioritization models.
  4. Exceptional technical writing and native-level written English, adaptable for both technical and executive audiences.
  5. Experience with product strategy, cross-functional communication, and stakeholder management in high-growth environments.
  6. Master's degree preferred, such as an MBA or MS in a relevant technical field.

Additional Information

All your information will be kept confidential according to EEO guidelines.

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