Strategy Consultant for AI Training Environments (Remote)

Mindrift; Colorado; Remote; USD 55,000 - 83,000; Full time

Benefits offered by this job

Remote work

Project-based engagement

Individual contributor role

Job summary

Mindrift, powered by Toloka, is assembling a remote, project-based team of strategy consultants to design structured learning environments for AI systems. This individual-contributor role seeks professionals with hands-on experience at top-tier firms to craft authentic project scenarios, problem-structuring, and client-ready deliverables.

Contributors will join a growing practice focused on translating real engagements into AI-ready tasks, problem-solving frameworks, and evaluation criteria for

Qualifications

• 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)

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

Skills

Structured problem solving

Hypothesis-driven thinking

Independent work

Written English (B2)

Job description

Mindrift, powered by Toloka, is assembling a remote, project-based team of strategy consultants to design structured learning environments for AI systems. This individual-contributor role seeks professionals with hands-on experience at top-tier firms to craft authentic project scenarios, problem-structuring, and client-ready deliverables.

Contributors will join a growing practice focused on translating real engagements into AI-ready tasks, problem-solving frameworks, and evaluation criteria for