Ex-MBB Strategy Consultant - AI Training

Job Overview

The position of Ex-MBB Strategy Consultant - AI Training at Mindrift is an exciting opportunity in the realm of Artificial Intelligence. Mindrift is a company supported by Toloka AI, which specializes in creating domain-specific reinforcement learning environments, tasked with enhancing and evaluating AI training models based on real-world consulting experiences. The role is aligned primarily towards the consulting space where professionals will leverage their past experiences in top-tier strategy firms to help design and structure AI tasks that simulate genuine consulting scenarios. This is a freelance role that offers flexibility and encourages individual contribution.

Business Context

Mindrift operates within the AI landscape, working closely with Toloka, established as a leading enterprise partnership in AI and machine learning data. The firm’s mission is rooted in translating authentic business consulting engagements into structured learning opportunities for advanced AI systems. As the company seeks to expand its Management Consulting domain, it aims for a transformation of practical project experience into well-defined AI training scenarios, thus enhancing how AI can learn high-level business reasoning.

Job Responsibilities

In this role, you'll be empowered to:

  • Build realistic consulting project environments. This includes creating detailed project scenarios based on real engagement dynamics, integrating elements like industry context and financial metrics.

  • Design structured consulting tasks for AI agents. Candidates will break down projects into manageable tasks reflective of real-world consulting activities such as market sizing and operational diagnosis.

  • Define evaluation criteria and quality standards. This involves developing grading frameworks and rubrics that will assist in evaluating AI outputs at scale.

This role entails current and practical involvement in analytical design, particularly in tasks that will directly influence how AI understands and engages with complex consultant-like scenarios.

Skills and Qualifications

To be successful in this position, candidates are expected to have:

  • 3+ years of experience in one of the specified top-tier strategy consulting firms: McKinsey & Company, Boston Consulting Group (BCG), Bain & Company, Oliver Wyman, Roland Berger, Monitor Deloitte, EY-Parthenon, Kearney, or Strategy& (PwC).

  • Proven experience in structuring ambiguous client problems into actionable analytical plans.

  • A history of building financial models, undertaking market analyses, and syntheses from diverse inputs under time constraints.

  • The ability to produce client-ready deliverables while forming robust recommendations in scenarios of uncertainty.

  • Strong structured problem-solving skills and independent work style with attention to detail.

  • Proficient written communication skills in English, at a minimum of B2+ level.

Importantly, while a deep technical background in AI is not mandatory, candidates will undergo onboarding for the tools required for this role.

Compensation and Work Environment

The compensation structure stands to be appealing, with contributors earning approximately $60 per hour, which varies based on the scope and complexity of the particular projects. The variability of earnings is a vital aspect, as different projects may exhibit unique compensation levels aligned with their needs. The working environment is remote and project-based, which allows for flexibility in terms of work schedules and locations, tailored to the contributor’s pace and contribution level.

Career Growth

Participating in a project like this not only enhances practical skills within a significant and growing industry but also opens pathways for consultancy professionals to pivot into AI-focused roles. Your direct involvement in shaping AI learning environments ensures applicable experience that is highly valued in the evolving landscape of artificial intelligence and data science.

Conclusion

This position is specifically designed for those with robust backgrounds in strategic management consulting looking to make a transition into the tech-forward realm of AI training and development. If you meet the specific criteria outlined and have a passion for consultancy as well as technology, this opportunity with Mindrift could be your pathway to an innovative career trajectory in the intersection of business and AI.



This job offer was originally published on himalayas.app

Mindrift

Uruguay

Copywriting

Freelance

July 20, 2026

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