Freelance Management Consultant (Remote)

Job summary

This role involves creating structured learning environments for advanced AI systems by leveraging real-world consulting experience. The focus is on translating consulting engagements into detailed project scenarios and tasks for AI agents, ensuring high-quality outputs through defined evaluation criteria.

Qualifications

• Minimum of 3 years of experience at McKinsey & Company, Boston Consulting Group, or Bain & Company.
• Proven experience in structuring ambiguous client problems and producing client-ready deliverables.
• Strong analytical skills with the ability to form recommendations under uncertainty.

Responsibilities

• Develop realistic consulting project environments, including industry context and financial constraints.
• Design structured tasks for AI agents that reflect actual consulting work, such as market sizing and operational diagnosis.
• Establish evaluation criteria and quality standards for training AI systems to assess outputs effectively.

Skills

• Strong structured problem-solving abilities.
• Capacity to translate vague problems into clear analytical steps.
• High attention to detail and logical consistency.
• Independent working style with effective communication skills in English (B2+).

Education

• Relevant experience from top-tier management consulting firms is essential.

Tools

• Familiarity with lightweight analytical tools will be provided during onboarding.