Strategy Consultant (Ex-MBB) – AI Training (Remote)

About the role

This remote, project‑based position joins Toloka AI’s Mindrift team to design realistic consulting scenarios that train advanced AI systems. You will work as an individual contributor, translating real‑world strategy consulting engagements into structured learning environments for large language models.

Key responsibilities

• Build detailed consulting project environments, including industry context, financial data, constraints, and ambiguous inputs.
• Design structured consulting tasks for AI agents such as market sizing, commercial due diligence, cost optimization, growth strategy, and operational diagnosis.
• Define evaluation criteria, grading rubrics, and golden‑answer solutions to calibrate AI‑based assessment systems.
• Collaborate with the AI‑training team to ensure scenarios are realistic and aligned with client‑delivery standards.

Required profile

• 3+ years of hands‑on project experience at a top‑tier strategy firm (McKinsey, BCG, Bain, Oliver Wyman, Roland Berger, Monitor Deloitte, EY‑Parthenon, Kearney, Strategy&).
• Proven ability to structure ambiguous problems, build financial or market models, and produce client‑ready deliverables under tight deadlines.
• Experience presenting and defending recommendations in uncertain environments.
• Strong analytical mindset; no deep technical background required as lightweight tools will be provided.

Required skills

What we offer

• Opportunity to shape how next‑generation AI learns high‑level business reasoning.
• Fully remote work arrangement.
• Collaboration with a growing team of former top‑consultants and AI experts.