Strategy Consultant for AI Growth & Market Sizing

Remotedxb; Dubai; On-site; AED 180,000 - 280,000; Full time

Job summary

Mindrift, powered by Toloka, builds domain-specific reinforcement learning environments to help next-generation models learn, reason, and perform. We are seeking a senior strategy consultant to design realistic consulting environments grounded in real engagement dynamics, industry context, and financials.

You will craft structured consulting tasks for AI agents, define evaluation criteria and golden-answer solutions, and translate vague problems into clear analytical steps while ensuring

Qualifications

• 3+ years of experience at a top-tier strategy firm (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
• High attention to logical consistency and output quality
• Clear written English (B2+)

Responsibilities

• Build realistic consulting project environments grounded in real engagement dynamics, industry context, and financials
• Design structured consulting tasks for AI agents, such as market sizing, commercial due diligence, and growth strategy
• Define evaluation criteria, grading frameworks, and golden-answer solutions to train LLM-based grading systems

Skills

Structured problem-solving

Hypothesis-driven thinking

Translate vague problems into steps

Output quality

Clear written English (B2+)

Job description

Mindrift, powered by Toloka, builds domain-specific reinforcement learning environments to help next-generation models learn, reason, and perform. We are seeking a senior strategy consultant to design realistic consulting environments grounded in real engagement dynamics, industry context, and financials.

You will craft structured consulting tasks for AI agents, define evaluation criteria and golden-answer solutions, and translate vague problems into clear analytical steps while ensuring