Ex-MBB Strategy Consultant - AI Training (Remote)

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+)