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

> Mindrift · Spain (Remote) · Part-time · Posted 2026-05-04

**Workplace:** remote

**Department:** Antrophic_Consultants

## Description

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+)

## Apply

[Apply at Mindrift](https://apply.workable.com/toloka-ai/j/AB3C301B37/apply)

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