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Strategy Consultant for AI Training & Evaluation - Top-Tier Firms

Confidential company · Munich · Posted May 14, 2026

Public summary

A remote consultant role focused on designing and evaluating realistic management consulting project environments to train AI systems, requiring hands-on strategy consulting experience from leading global firms. The role involves creating detailed project scenarios, structured tasks, and grading frameworks to enable AI agents to learn high-level business reasoning. The position demands strong structured problem-solving skills, experience from top-tier consulting firms, and clear English proficiency.

Responsibilities

Build detailed, realistic consulting project environments capturing authentic engagement scenarios; design structured consulting tasks that reflect typical work such as market sizing, due diligence, and strategy; develop evaluation criteria, grading rubrics, and golden-answer solutions to train and calibrate AI grading systems; collaborate remotely as an individual contributor focusing on analytical design and evaluation.

Qualifications

At least 3 years of direct, hands-on strategy consulting experience with one of the following top-tier firms: McKinsey & Company, Boston Consulting Group, Bain & Company, Oliver Wyman, Roland Berger, Monitor Deloitte, EY-Parthenon, Kearney, or Strategy&; strong aptitude in structured problem-solving and hypothesis-driven thinking; ability to translate ambiguous client issues into clear analytical plans; high attention to logical consistency and quality output; self-directed and independent working style; clear written English proficiency at B2 level or above.

Skills

strategy consulting structured problem-solving financial modeling market analysis synthesizing findings client deliverables recommendation formation analytical design evaluation frameworks English proficiency