Strategy Consultant - AI Training & Evaluation
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Key skills for this role
About the Role
Consultants will design AI training environments, structure client problems, and develop evaluation criteria, requiring strong problem-solving skills and experience in top-tier.
Key Skills for This Role
Responsibilities
- Build realistic consulting project environments: create detailed project scenarios grounded in real engagement dynamics
- Design structured consulting tasks for AI agents: break projects into discrete tasks mirroring real consulting work
- Define evaluation criteria and quality standards: develop grading frameworks, evaluation rubrics, and golden answer solutions
Requirements
- Direct experience at a top tier strategy consulting firm (McKinsey, BCG, Bain, Oliver Wyman, Roland Berger, Monitor Deloitte, EY Parthenon, Kearney, Strategy&)
- Hands on project experience in strategy consulting
Full Job Posting
About the Role
- Toloka AI supports frontier model post training by building domain specific reinforcement learning environments, tasks, and evaluation frameworks designed by real practitioners.
- Mindrift, powered by Toloka, connects top domain experts with cutting edge AI initiatives.
- We are launching a Management Consulting domain focused on translating real world consulting engagements into structured learning environments for advanced AI systems.
- You will join a growing team of consultants from leading strategy firms shaping how AI learns high level business reasoning.
What You'll Do
- Build realistic consulting project environments: create detailed project scenarios grounded in real engagement dynamics: industry context, financials, constraints, conflicting inputs, and incomplete information.
- Design structured consulting tasks for AI agents: break projects into discrete tasks that mirror real consulting work: market sizing, commercial due diligence, cost optimization, growth strategy, operational diagnosis, benchmarking, and more.
- Define evaluation criteria and quality standards: develop grading frameworks, evaluation rubrics, and golden answer solutions for each task, used to train and calibrate an LLM based grading system that evaluates AI outputs at scale.
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).
- This is a remote, project based, individual contributor role focused on analytical design and evaluation.
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