At a Glance
- Tasks: Create realistic consulting scenarios and design structured tasks for AI agents.
- Company: Join Mindrift, a leading AI and machine learning data partner.
- Benefits: Flexible remote work and the chance to shape AI learning.
- Other info: Work independently in a dynamic, project-based environment.
- Why this job: Make a real impact on how AI learns high-level business reasoning.
- 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.
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 (Hiring Immediately) in Glasgow employer: Mindrift
At Toloka AI, we pride ourselves on fostering a dynamic and innovative work culture that empowers our team members to shape the future of AI through their expertise. As a freelance Senior Consultant, you will have the unique opportunity to collaborate with top-tier professionals from McKinsey, BCG, and Bain, while enjoying the flexibility of remote work. We are committed to your professional growth, providing access to cutting-edge projects that challenge your analytical skills and enhance your consulting acumen in a supportive environment.
StudySmarter Expert Advice🤫
We think this is how you could land Senior Consultant (McKinsey / BCG / Bain) - Freelance AI Project (Hiring Immediately) in Glasgow
✨Tip Number 1
Network like a pro! Reach out to your connections from McKinsey, BCG, or Bain. Let them know you're on the lookout for opportunities and ask if they can refer you to any openings. Personal recommendations can make a huge difference!
✨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 solutions. Practice articulating your thought process clearly and confidently.
✨Tip Number 3
Don’t just apply anywhere; focus on roles that align with your MBB experience. Use our website to find positions that match your skills and background. Tailor your approach to highlight your unique consulting journey!
✨Tip Number 4
Stay updated on industry trends and AI developments. Being knowledgeable about the latest in AI and consulting will help you stand out in conversations and interviews. Show that you’re not just a consultant but also a forward-thinking professional!
We think you need these skills to ace Senior Consultant (McKinsey / BCG / Bain) - Freelance AI Project (Hiring Immediately) in Glasgow
Some tips for your application 🫡
Show Off Your MBB Experience:Make sure to highlight your time at McKinsey, BCG, or Bain in your application. We want to see how your hands-on project experience has shaped your skills in structuring problems and producing client-ready deliverables.
Be Clear and Concise:When writing your application, keep it straightforward. Use clear English and avoid jargon where possible. We appreciate a well-structured application that reflects your ability to communicate effectively, just like you would with clients.
Tailor Your Application:Don’t just send a generic application! Tailor it to the role by aligning your experiences with the specific tasks mentioned in the job description. Show us how your background fits into building realistic consulting project environments.
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 to shape AI learning with your consulting expertise.
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. Show them your structured approach to problem-solving and how you can apply it to AI project environments.
✨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, especially in creating structured tasks and evaluation frameworks.
✨Communicate Clearly and Confidently
Since clear written English is a requirement, practice articulating your thoughts succinctly. During the interview, focus on being concise and logical in your responses. This will demonstrate your ability to communicate effectively, which is crucial for this role.
