Business and Management Specialist – Freelance AI Trainer Project

Meridial Marketplace, by Invisible, is seeking a Business and Management Specialist to contribute to the future of AI. The role involves engaging with advanced language models to analyze business strategies and operational workflows while providing structured feedback to enhance AI reasoning and understanding.

Responsibilities:

• Engage the model with business scenarios, analytical and situational questions, and strategy-based exercises
• Evaluate logical consistency and real-world applicability
• Capture reproducible error traces
• Provide structured feedback to improve prompts, evaluation frameworks, and reasoning quality
• Identify where models oversimplify business processes or misunderstand how organizations operate in practice

Requirements:

• Familiarity in areas such as business operations, management principles, organizational behavior, project management, marketing, entrepreneurship, supply chain fundamentals, and strategic planning
• Ability to challenge advanced language models on topics such as business case analysis, decision-making frameworks, market positioning, operational efficiency, and management scenarios
• Documenting failure modes to strengthen model reasoning and practical understanding
• Engaging the model with business scenarios, analytical and situational questions, and strategy-based exercises
• Evaluating logical consistency and real-world applicability
• Capturing reproducible error traces
• Providing structured feedback to improve prompts, evaluation frameworks, and reasoning quality
• Identifying where models oversimplify business processes or misunderstand how organizations operate in practice
• Clear, metacognitive communication—explicitly articulating reasoning and decision processes
• A background in business administration, management, economics, entrepreneurship, or a related field
• Experience in business operations, startups, corporate environments, consulting, or project coordination
• Entry-level candidates with foundational knowledge and strong problem-solving skills