Ex-MBB Strategy Consultant - AI Training (Remote)

About the role

We are looking for experienced strategy consultants from top‑tier firms to help shape AI training data for Toloka AI’s Mindrift platform. In this remote, project‑based position you will translate real consulting engagements into structured learning environments that teach large language models high‑level business reasoning.

Key responsibilities

• Design realistic consulting project scenarios, including industry context, financial data, constraints and ambiguous inputs.
• Break each scenario into discrete consulting tasks such as market sizing, commercial due diligence, cost optimisation, growth strategy, operational diagnosis and benchmarking.
• Develop grading frameworks, evaluation rubrics and golden‑answer solutions for each task to train and calibrate an LLM‑based grading system.
• Produce clear, client‑ready deliverables and documentation that capture the problem‑structuring, analysis and recommendation process.

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 recommendations under time pressure.
• Experience presenting and defending recommendations in uncertain environments.

Required skills

• None specific – we will provide onboarding for the lightweight tools used in the role.

What we offer

• Fully remote work with flexible hours.
• Opportunity to influence the next generation of AI systems by applying top‑tier consulting expertise.
• Collaboration with a growing team of former MBB consultants.