Strategy Consultant – AI Training & Evaluation

About the role

Join Toloka AI’s new Management Consulting domain to translate real-world consulting engagements into structured learning environments for advanced AI systems. This remote, project‑based position is designed for seasoned strategy consultants from top‑tier firms who can craft realistic consulting scenarios that teach AI high‑level business reasoning.

Key responsibilities

• Create detailed, industry‑specific project scenarios that reflect authentic engagement dynamics, including financials, constraints, and incomplete information.
• Design structured consulting tasks for AI agents, such as market sizing, commercial due diligence, cost optimization, growth strategy, operational diagnosis, and benchmarking.
• Develop evaluation rubrics, grading frameworks, and golden‑answer solutions to train and calibrate an LLM‑based grading system.
• Collaborate with the AI and data generation teams to ensure the consulting environments align with Toloka’s scalable data pipelines.

Required profile

• 3+ years of hands‑on consulting experience at McKinsey, BCG, Bain, Oliver Wyman, Roland Berger, Monitor Deloitte, EY‑Parthenon, Kearney, or Strategy&.
• Proven ability to structure ambiguous client problems, build financial models or market analyses, and deliver client‑ready recommendations under tight deadlines.
• Comfort presenting and defending recommendations in uncertain, data‑limited contexts.

Required skills

• Strong analytical and problem‑structuring capabilities.
• Experience designing consulting deliverables and evaluation criteria.

What we offer

• Opportunity to shape how next‑generation AI learns complex business reasoning.
• Fully remote work with flexible project timelines.
• Collaboration with a growing team of former MBB consultants and AI experts.