Business and Management Specialist – Freelance AI Trainer Project

Meridial Marketplace, by Invisible is seeking a Business and Management Specialist to contribute as a Freelance AI Trainer. The role involves engaging with advanced language models to enhance their understanding of business scenarios and providing feedback to improve their reasoning capabilities.

Responsibilities:

• Challenge advanced language models on topics such as business case analysis, decision-making frameworks, market positioning, operational efficiency, and management scenarios—documenting failure modes so we can strengthen model reasoning and practical understanding
• 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
• Help 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