Impress employers and recruiters.
Choose from hundreds of resume examples.

Target Resume Now

About the Role

Toloka AI supports frontier model post-training by building domain-specific reinforcement learning environments, tasks, and evaluation frameworks. Mindrift, powered by Toloka, is a leading enterprise AI and machine learning data partner connecting top domain experts with cutting-edge AI initiatives. This role is for a Strategy Consultant to join a growing team, shaping how AI learns high-level business reasoning by translating real-world consulting engagements into structured learning environments for advanced AI systems. Direct experience at a top-tier strategy consulting firm is essential for this role.

Responsibilities

Build realistic consulting project environments, creating detailed project scenarios grounded in real engagement dynamics including industry context, financials, constraints, conflicting inputs, and incomplete information.
Design structured consulting tasks for AI agents, breaking projects into discrete tasks that mirror real consulting work such as market sizing, commercial due diligence, cost optimization, growth strategy, operational diagnosis, and benchmarking.
Define evaluation criteria and quality standards, developing grading frameworks, evaluation rubrics, and golden-answer solutions for each task to train and calibrate an LLM-based grading system that evaluates AI outputs at scale.

Requirements

3+ years of experience at a top-tier strategy consulting firm (McKinsey & Company, Boston Consulting Group (BCG), Bain & Company, Oliver Wyman, Roland Berger, Monitor Deloitte (Deloitte S&C), EY-Parthenon, Kearney, or Strategy& (PwC)).
Hands-on project experience structuring ambiguous client problems into workable analytical plans.
Hands-on project experience building financial models, market analyses, or synthesizing findings from messy inputs.
Hands-on project experience producing client-ready deliverables under time pressure.
Hands-on project experience forming and defending recommendations under uncertainty.

Skills

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+).

Location

Remote

Work Type

Project-based
Individual-contributor

Experience Level

3+ years of experience at a top-tier strategy consulting firm

Salary/Compensations

Up to $60 per hour equivalent

About the Company

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, is a leading enterprise AI and machine learning data partner since 2014, connecting 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.