Strategy Consultant - AI Training & Evaluation (Freelance, Remote)

Mindrift • Lebanon, PA

4d • $60 • Remote

About The Position

Mindrift, powered by Toloka, is launching a Management Consulting domain focused on translating real-world consulting engagements into structured learning environments for advanced AI systems. We are assembling a team of strategy consultants from top-tier firms who can convert authentic project experience into end-to-end examples — from problem structuring and work planning to analysis, synthesis, and client-ready recommendations. You will join a growing team of consultants from leading strategy firms shaping how AI learns high-level business reasoning. This role is exclusively for consultants with direct experience at a top-tier strategy consulting firm (McKinsey & Company, Boston Consulting Group (BCG), Bain & Company, Oliver Wyman, Roland Berger, Monitor Deloitte (Deloitte S&C), EY-Parthenon, Kearney, and Strategy& (PwC)). This requirement ensures the domain is built by practitioners trained to the highest standards of structured problem-solving and client delivery.

Requirements

• 3+ years at McKinsey, BCG, Bain, Oliver Wyman, Roland Berger, Monitor Deloitte, EY-Parthenon, Kearney, or Strategy&
• Hands-on project experience in structuring ambiguous client problems into workable analytical plans
• Hands-on project experience in building financial models, market analyses, or synthesized findings from messy inputs
• Hands-on project experience in producing client-ready deliverables under time pressure
• Hands-on project experience in forming and defending recommendations under uncertainty
• 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+)

Nice To Haves

• No deep technical background is required — we will onboard you on the lightweight tools involved.

Responsibilities

• 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.

Benefits

• Up to $60 per hour equivalent, depending on their level and pace of contribution.
• Compensation varies across projects depending on scope, complexity, and required expertise.

What This Job Offers

• Career Level: Senior
• Education Level: No Education Listed