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- 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 ÂŁ 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.
Important: This role is exclusively for consultants with MBB experience (McKinsey, BCG, or Bain). If you do not have direct experience at one of these firms, please do not apply. This requirement is non‑negotiable and helps us ensure the domain is built by practitioners with firsthand MBB training and standards.
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 Manchester employer: Mindrift
Contact Detail:
Mindrift Recruiting Team
StudySmarter Expert Advice 🤫
We think this is how you could land Senior Consultant (McKinsey / BCG / Bain) - Freelance AI Project in Manchester
✨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 showcase your experience in structuring problems and delivering client-ready recommendations. Practice makes perfect!
✨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.
✨Tip Number 4
Stay updated on industry trends and AI developments. Being knowledgeable about the latest in AI will not only impress potential employers but also help you in crafting relevant project scenarios during interviews.
We think you need these skills to ace Senior Consultant (McKinsey / BCG / Bain) - Freelance AI Project in Manchester
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 to explain your experiences and achievements. We appreciate a well-structured application that’s easy to read and gets straight to the point.
Tailor Your Application: Don’t just send a generic application our way. Take the time to tailor it to the role. Show us how your specific skills and experiences align with what we’re looking for in this freelance AI project. It’ll make a world of difference!
Apply Through Our Website: We encourage you to apply directly through our website. It’s the best way to ensure your application gets into the right hands. Plus, it shows us you’re serious about joining our team at Mindrift!
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 steps, just like you would in a real 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 enthusiasm for the role and the industry.
✨Communicate Clearly and Confidently
Since clear written English is a requirement, practice articulating your thoughts succinctly. Whether it’s through mock interviews or writing exercises, ensure you can convey your ideas logically and coherently, as this will be crucial in the role.