Ex-MBB Strategy Consultant: AI Task Design

Mindrift; Dubai; Remote; AED 286,000 - 331,000; Full time

Job summary

Mindrift, powered by Toloka, is launching a Management Consulting domain to translate real-world engagements into structured learning environments for advanced AI systems. We seek strategy consultants from top firms to create end-to-end examples—from problem structuring to client-ready recommendations.

This is a remote, project-based, individual-contributor role focused on analytical design and evaluation.

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 grounded in real engagement dynamics (industry context, financials, constraints).
• Design structured consulting tasks for AI agents—break projects into discrete tasks (market sizing, due diligence, etc.).
• Define evaluation criteria and rubrics for grading AI outputs at scale.

Skills

3+ years at top-tier consulting firms

Structured problem solving

translate vague problems into steps

attention to logical consistency

independent, self-directed work style

clear written English (B2+)

Job description

Mindrift, powered by Toloka, is launching a Management Consulting domain to translate real-world engagements into structured learning environments for advanced AI systems. We seek strategy consultants from top firms to create end-to-end examples—from problem structuring to client-ready recommendations.

This is a remote, project-based, individual-contributor role focused on analytical design and evaluation.