This position is listed on behalf of a partner company, who manages all applications and next steps.
Responsibilities
Engage advanced language models with business scenarios, analytical and situational questions, strategy exercises, and management cases.
Evaluate model responses for logical consistency, practical applicability, accuracy, and alignment with real-world business practices.
Analyze topics including business operations, management principles, organizational behavior, project management, marketing, entrepreneurship, supply chain fundamentals, and strategic planning.
Identify and document model failure modes, errors, oversimplifications, and misunderstandings of organizational processes.
Capture reproducible error traces and provide structured observations that can support model evaluation and improvement.
Assess business case analyses, decision-making frameworks, market positioning strategies, and operational efficiency scenarios.
Provide clear feedback to improve prompts, evaluation frameworks, and the quality of AI reasoning.
Explain reasoning and decision-making processes explicitly to help evaluate how models approach complex business problems.
Identify situations where AI-generated responses may not adequately reflect practical organizational or business realities.
Requirements
Familiarity with business operations, management, organizational behavior, project management, marketing, entrepreneurship, supply chain, strategic planning, or related areas.
A background in business administration, management, economics, entrepreneurship, or a related discipline is preferred but not required.
Experience in business operations, startups, corporate environments, consulting, or project coordination is valuable.
Entry-level candidates with foundational business knowledge and strong problem-solving abilities are encouraged to apply.
Strong analytical and critical-thinking skills, with the ability to evaluate complex business scenarios and identify inconsistencies.
Ability to assess whether business strategies, decisions, and recommendations are realistic and applicable in professional environments.
Strong written and verbal communication skills, particularly the ability to explain complex ideas clearly and precisely.
Strong metacognitive communication skills, including the ability to articulate reasoning, assumptions, and decision-making processes.
Ability to work independently, follow structured evaluation guidelines, and provide consistent, detailed feedback.
Interest in artificial intelligence and willingness to work with advanced language models and AI evaluation tools.
Conditions
Fully remote freelance contract.
Flexible opportunity to contribute to the development of advanced AI systems.
Pay range of $6–$65 per hour, with the exact rate determined based on experience, expertise, and geographic location.
Opportunity to apply business and management expertise to emerging AI technology.
Exposure to a wide range of business, strategy, operations, and organizational scenarios.
Opportunity to contribute to the improvement of AI reasoning and practical business understanding.
Suitable for both experienced professionals and entry-level candidates with strong foundational knowledge.
Contractors provide their own secure computer and high-speed internet.
Company-sponsored benefits such as health insurance and paid time off are not included for contractors.