Independent Professional & Solopreneur (Domain Expert)

Micro1; United States; Remote; USD 55,000 - 165,000; Part time

Job summary

micro1 is seeking an Independent Professional & Solopreneur (Domain Expert) to evaluate real‑world tasks and AI outputs across specialized domains. You will critique content for accuracy, quality, and applicability, and craft realistic scenarios from your client work to inform training data and model behavior.

You’ll communicate findings clearly and maintain high standards of written and verbal communication, shaping how AI systems reason and perform in enterprise settings.

Qualifications

• Demonstrated ability to work independently as a freelancer, consultant, or business owner.
• Strong written and verbal communication with attention to detail.
• Experience reviewing and critiquing client deliverables for accuracy and usefulness.
• Ability to create realistic scenarios and case studies from prior client work.

Responsibilities

• Evaluate real-world tasks, deliverables, and workflows within your domain.
• Review and critique AI-generated content for accuracy, quality, and applicability.
• Create examples and case studies informed by your own client work, pricing, and delivery.
• Document gaps, errors, or unrealistic assumptions with constructive feedback.
• Communicate findings clearly in written and verbal form.
• Contribute to AI training datasets using domain-specific insights.

Skills

domain-expertise

client-relationship-management

written-communication

analytical-thinking

ai-content-evaluation

Job description

Pay: $40 - $120/hour

Required Skills

• domain-expertise
• client-relationship-management
• written-communication
• analytical-thinking
• ai-content-evaluation

About micro1

micro1 is a data lab that helps AI labs & Enterprises train foundational models and agents. We provide frontier evaluations and reinforcement learning environments to improve LLM capabilities, as well as contextual evaluations to monitor and improve AI agents in enterprise settings.

Our AI recruiting agent sources and vets domain experts for our data platform that enables rapid production of high-quality training data. Our research spans high-value, specialized domains (legal, medical, finance, coding, etc.), where expert-level data is the hardest to produce and most valuable for advanced model performance. Our pipeline performance system ensures both quality and velocity.

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.
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