At a Glance
- Tasks: Create realistic consulting scenarios and design structured tasks for AI agents.
- Company: Join Mindrift, a leader in AI and machine learning data solutions.
- Benefits: Flexible remote work and the chance to shape AI learning.
- Other info: Work independently in a dynamic, project-based environment.
- Why this job: Leverage your MBB experience to influence next-gen AI systems.
- Qualifications: 3+ years at McKinsey, BCG, or Bain with strong problem-solving skills.
The predicted salary is between 36000 - 60000 £ per year.
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 now 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 building a team of McKinsey, BCG, and Bain consultants 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 team of McKinsey and Bain consultants shaping how AI learns high‑level business reasoning.
Who We're Looking For
- Consultants with 3+ years of experience at McKinsey & Company, Boston Consulting Group, or Bain & Company.
- You should have hands‑on project experience:
- Structuring ambiguous client problems
- Building models and synthesised findings
- Producing client‑ready deliverables
- Forming recommendations under uncertainty
No deep technical background required, we’ll onboard you on the lightweight tools involved.
What You'll Do
- Build realistic consulting project environments: create detailed project scenarios (industry context, financials, constraints, incomplete information)
- Design structured consulting tasks for AI Agents: break projects into tasks that mirror real consulting work such as market sizing, due diligence, cost reduction, growth strategy, or operational diagnosis
- Define evaluation criteria and quality standards: develop a grading approach, evaluation criteria and golden solutions for each task that will be used to train and calibrate an LLM‑based grading system that evaluates AI outputs at scale
This is a remote individual‑contributor project‑based role focused on analytical design and evaluation.
Skills & Requirements
- 3+ years at McKinsey, BCG, or Bain
- Strong structured problem‑solving skills
- Ability to translate vague problems into clear analytical steps
- High attention to logical consistency
- Independent working style
- Clear written English (B2+)
Senior Consultant (McKinsey / BCG / Bain) - Freelance AI Project in Birmingham employer: Mindrift
At Toloka AI, we pride ourselves on being an exceptional employer that fosters a collaborative and innovative work culture. Our remote team of elite consultants from McKinsey, BCG, and Bain enjoy the flexibility of freelance work while contributing to groundbreaking AI projects that shape the future of business reasoning. With a strong emphasis on professional growth and the opportunity to work alongside top-tier domain experts, Toloka AI offers a unique environment where your expertise directly influences the development of advanced AI systems.
StudySmarter Expert Advice🤫
We think this is how you could land Senior Consultant (McKinsey / BCG / Bain) - Freelance AI Project in Birmingham
✨Tip Number 1
Network like a pro! Reach out to your connections from McKinsey, BCG, or Bain. They might know about opportunities that aren't advertised yet. Plus, a referral can give you a serious edge!
✨Tip Number 2
Prepare for those interviews by brushing up on your consulting skills. Think about how you can translate your real-world project experience into structured examples that showcase your problem-solving abilities.
✨Tip Number 3
Don’t forget to leverage our website! We’ve got loads of resources and job listings tailored for consultants like you. It’s a great way to find roles that match your expertise in AI and consulting.
✨Tip Number 4
Stay updated on industry trends! Understanding the latest in AI and consulting will not only help you in interviews but also show potential employers that you’re passionate and knowledgeable about the field.
We think you need these skills to ace Senior Consultant (McKinsey / BCG / Bain) - Freelance AI Project in Birmingham
Some tips for your application 🫡
Show Off Your MBB Experience:Make sure to highlight your time at McKinsey, BCG, or Bain. We want to see how your hands-on project experience has shaped your skills in structuring problems and producing client-ready deliverables. Don’t hold back on those impressive projects!
Be Clear and Concise:When writing your application, clarity is key! Use straightforward language and avoid jargon where possible. We appreciate a well-structured application that mirrors the analytical skills we’re looking for in this role.
Tailor Your Application:Don’t just send a generic application! Tailor it to reflect how your experience aligns with the specific tasks we’ve outlined. Show us you understand what it takes to build realistic consulting project environments and design structured tasks for AI agents.
Apply Through Our Website:We encourage you to apply directly through our website. It’s the best way for us to receive your application and ensures you’re considered for this exciting opportunity. Plus, it’s super easy!
How to prepare for a job interview at Mindrift
✨Know Your MBB Experience Inside Out
Make sure you can articulate your experience at McKinsey, BCG, or Bain clearly. Be ready to discuss specific projects where you structured ambiguous problems and produced client-ready deliverables. This is your chance to showcase how your background aligns with the role.
✨Demonstrate Problem-Solving Skills
Prepare to tackle hypothetical scenarios during the interview. Practice breaking down complex problems into manageable tasks, just like you would in a consulting project. This will show them you can think critically and apply your skills effectively.
✨Familiarise Yourself with AI Concepts
While you don’t need a deep technical background, having a basic understanding of AI and machine learning concepts will help. Brush up on how AI can be applied in consulting contexts, as this will demonstrate your interest and adaptability to the role.
✨Communicate Clearly and Confidently
Since clear written English is a requirement, practice articulating your thoughts succinctly. Use examples from your past work to illustrate your points, and don’t shy away from asking clarifying questions if needed. Good communication can set you apart!
