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Senior Consultant (MBB & Top-Tier Firms) - Freelance AI Project

Mindrift, UAE3 weeks agoMid-Senior
Mid-Seniorparttime

Skills

Machine LearningScalaSEM

About This Role

Overview

Toloka AI supports frontier model post-training by building domain-specific reinforcement learning environments, tasks, and evaluation frameworks designed by real practitioners.

Mindrift, powered by Toloka — a leading enterprise AI and machine learning data partner since 2014 — connects top domain experts with cutting-edge AI initiatives.

Backed by Toloka's deep expertise in scalable data generation, crowd technology, and applied ML systems, Mindrift enables experts to shape how next-generation generative models learn, reason, and perform.

We are launching a

Management Consulting domain

focused on translating real-world consulting engagements into structured learning environments for advanced AI systems.

To do this credibly, we are assembling

a team of strategy consultants from top-tier firms

who can convert authentic project experience into end-to-end examples — from problem structuring and work planning to analysis, synthesis, and client-ready recommendations.

You will join a growing team of consultants from leading strategy firms shaping how AI learns high-level business reasoning.

Important

This role is exclusively for consultants with direct experience at a top-tier strategy consulting firm.

If you do not have hands-on project experience at one of the firms listed below, please do not apply.

This requirement ensures the domain is built by practitioners trained to the highest standards of structured problem-solving and client delivery.

Eligible firms:

McKinsey & Company, Boston Consulting Group (BCG), Bain & Company, Oliver Wyman, Roland Berger, Monitor Deloitte (Deloitte S&C), EY-Parthenon, Kearney, and Strategy& (PwC).

Who We're Looking For

  • Consultants with 3+ years of experience at one of the firms listed above, with hands-on project experience in:
  • Structuring ambiguous client problems into workable analytical plans
  • Building financial models, market analyses, or synthesized findings from messy inputs
  • Producing client-ready deliverables under time pressure
  • Forming and defending recommendations under uncertainty
  • No deep technical background is required — we will onboard you on the lightweight tools involved.

What You'll Do

  • Build realistic consulting project environments — create detailed project scenarios grounded in real engagement dynamics: industry context, financials, constraints, conflicting inputs, and incomplete information
  • Design structured consulting tasks for AI agents — break projects into discrete tasks that mirror real consulting work: market sizing, commercial due diligence, cost optimization, growth strategy, operational diagnosis, benchmarking, and more
  • Define evaluation criteria and quality standards — develop grading frameworks, evaluation rubrics, and golden-answer solutions for each task, used to train and calibrate an LLM-based grading system that evaluates AI outputs at scale
  • This is a remote, project-based, individual-contributor role focused on analytical design and evaluation.

Skills & Requirements

  • 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+)

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