Strategy Consultant - AI Training & Evaluation (Freelance, Remote)
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Key skills for this role
About the Role
Mindrift is seeking a strategy consultant from a top-tier firm to build realistic consulting project environments for AI training. You will design structured tasks, evaluation criteria, and grading frameworks to help AI learn high-level business reasoning.
Key Skills for This Role
Responsibilities
- Build realistic consulting project environments with detailed scenarios grounded in real engagement dynamics
- Design structured consulting tasks for AI agents, such as market sizing, due diligence, cost optimization, and growth strategy
- Define evaluation criteria and quality standards, including grading frameworks and golden answer solutions
Requirements
- 3+ years at McKinsey, BCG, Bain, Oliver Wyman, Roland Berger, Monitor Deloitte, EY Parthenon, Kearney, or Strategy&
- Strong structured problem solving and hypothesis driven thinking
- Ability to translate vague problems into clear analytical steps and deliverables
- High attention to logical consistency and output quality
- Independent, self directed working style
- Clear written English (B2+)
Full Job Posting
About the Role
- Toloka AI supports frontier model post training by building domain specific reinforcement learning environments, tasks, and evaluation frameworks.
- Mindrift, powered by Toloka, connects top domain experts with AI initiatives.
- We are launching a Management Consulting domain to translate real world consulting engagements into structured learning environments for AI.
Who We’re Looking For
- Consultants with 3+ years at McKinsey, BCG, Bain, Oliver Wyman, Roland Berger, Monitor Deloitte, EY Parthenon, Kearney, or Strategy&
- Hands on project experience in structuring ambiguous problems, building financial models, producing client ready deliverables, and forming recommendations under uncertainty.
- No deep technical background required; onboarding on lightweight tools provided.
What You’ll Do
- Build realistic consulting project environments with detailed scenarios grounded in real engagement dynamics.
- Design structured consulting tasks for AI agents, such as market sizing, commercial due diligence, cost optimization, growth strategy, operational diagnosis, and benchmarking.
- Define evaluation criteria and quality standards, including grading frameworks and golden answer solutions.
Compensation
- Contributors can earn up to $60 per hour equivalent, depending on level and pace of contribution.
- Compensation varies across projects depending on scope, complexity, and required expertise.
Important Note
- This role is exclusively for consultants with direct experience at a top tier strategy consulting firm.
- Eligible firms: McKinsey & Company, Boston Consulting Group (BCG), Bain & Company, Oliver Wyman, Roland Berger, Monitor Deloitte (Deloitte S&C), EY Parthenon, Kearney, and Strategy& (PwC).
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