Independent Professional & Solopreneur (Domain Expert)
The middle of its range, $80/hr, is above the $35/hr median of the AI Evaluation & Rating (RLHF) roles open now, whose typical pay runs $20–$110/hr. How that pay moves week by week is in our research on AI Evaluation & Rating (RLHF) work.
Half of all AI Evaluation & Rating (RLHF) roles come down within 18.5 days of being listed, and 33.6% are still up after four weeks. This one was posted today.
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About the role
Role Title: Independent Professional & Solopreneur (Domain Expert)
Role Type: Contractor
Location: US & Canada Remote
micro1 is engaging Independent Professionals & Solopreneurs (Domain Experts) to contribute their specialized knowledge to a dynamic customer project. 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.
Scope of Work
- Leverage your experience as an independent professional to evaluate real-world tasks, deliverables, and workflows from your area of expertise.
- Review and critique AI-generated content such as proposals, reports, client communications, and analyses for accuracy, quality, and applicability.
- Create and share realistic scenarios, examples, and case studies informed by your own client work, project scoping, pricing, and delivery.
- Identify and document gaps, errors, or unrealistic assumptions in AI outputs, providing detailed, constructive feedback for continuous improvement.
- Communicate findings in a clear, thorough, and actionable manner using strong written and verbal communication skills.
- Contribute to the creation and refinement of AI training datasets, applying your domain-specific insights to ensure authenticity and relevance.
Preferred Qualifications
- Demonstrated success working independently as a freelancer, consultant, or business owner in a business-facing domain (such as finance, marketing, sales, operations, HR, legal, strategy, design, or technology).
- Direct experience managing client relationships, contracts, pricing structures, and project delivery end-to-end.
- Exceptional written and verbal communication abilities, with a particular focus on clarity and attention to detail.
- Strong analytical thinking and the ability to clearly articulate your reasoning and recommendations.
- Prior experience within an agency, in-house role, or firm before moving into independent practice is a plus.
- History of advising or mentoring other independent professionals, freelancers, or small business owners.
- Awareness of emerging trends in AI, automation, or digital productivity tools is an advantage.
Where you can work
This role is 100% remote: you can work from any country except Afghanistan, Belarus, DR Congo, China, Cuba, Ethiopia, Hong Kong, Iraq, Iran, North Korea, Libya, Myanmar, Macau, Russia, Sudan, Somalia, South Sudan, Syria, Ukraine, Venezuela and Yemen.
From micro1's job posting, checked 11 Nov 2026.
About micro1
Zara AI-interview vetting, then expert data work at published hourly rates.
How it pays: USD via Deel (bank, PayPal, Wise, Payoneer).
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