At a Glance
- Tasks: Create realistic consulting project environments 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, innovative 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 72000 - 108000 £ 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+)
Freelance Management Consulting Partner (McKinsey / BCG / Bain) (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 Management Consulting Partner, you will collaborate with top-tier consultants from MBB firms, gaining unique insights and contributing to cutting-edge projects that directly impact the evolution of generative models. Our commitment to professional growth and flexible remote work ensures that you can thrive in your role while enjoying a supportive environment that values your contributions.
StudySmarter Expert Advice🤫
We think this is how you could land Freelance Management Consulting Partner (McKinsey / BCG / Bain) (Hiring Immediately) in Glasgow
✨Maximise your Online Presence
As a freelance management consultant, your personal brand is key! Revamp your LinkedIn profile by sharing insights on industry trends and case studies. Regularly post about your latest projects or findings to showcase your expertise; trust us, potential clients love seeing your knowledge in action!
✨Leverage Professional Networks
Get involved with consulting communities, both online and offline. Join platforms like Consulting.com or go to local meetups and conferences in your area. These are gold mines for networking and can lead to referrals, which are super important in our freelance world!
✨Showcase Your Work with a Portfolio
Create an online portfolio highlighting your previous projects, methodologies, and the impact of your consultancy work. This live demonstration of your skills can make all the difference when clients are deciding between you and someone else—make it easy for them to see why you’re the right fit!
✨Reach Out to Prospective Clients Directly
Don’t wait for clients to come to you! Proactively reach out to companies that interest you, suggesting how your consultancy could solve their specific challenges. Tailor your pitch to show you understand their business and pain points—it's all about showing value before even landing the gig!
We think you need these skills to ace Freelance Management Consulting Partner (McKinsey / BCG / Bain) (Hiring Immediately) in Glasgow
Some tips for your application 🫡
Showcase Your Problem-Solving Skills:In a freelance management consulting role, you’ll need to demonstrate your problem-solving skills upfront. Make sure your CV includes examples of how you've tackled complex issues in past projects or roles. Highlight any specific methodologies you’ve used, like SWOT analysis or root cause analysis, to impress Mindrift.
Craft a Compelling Project Portfolio:As a freelancer, your portfolio is your best asset. Include case studies of previous consulting projects that clearly outline the challenges faced, your approach, and the outcomes achieved. This will help potential clients, like Mindrift, see your impact and how you can add value to their team.
Personalise Your Proposal:When applying to Mindrift, tailor your proposal specifically to their needs. Reference their company goals or current challenges, and outline how your skills and experiences align with what they're looking for. This shows that you're not just sending out generic applications but are genuinely interested in working with them.
Highlight Your Availability and Rates:Being freelance means flexibility is key! Be upfront about your availability for projects and what your rates are based on your expertise. Mindrift will appreciate a clear understanding of your working style and how we can collaborate effectively.
How to prepare for a job interview at Mindrift
✨Show Off Your Analytical Superpowers
As a freelance management consultant, you'll be expected to tackle complex problems on the fly. Make sure you’re ready to flex those analytical muscles by preparing for case study questions. Tackle real-world scenarios similar to those you might face at Mindrift, illustrating your thought process and giving structured responses.
✨Pitch Your Unique Value Proposition
In the freelance scene, it's all about making yourself stand out. Be ready to articulate what sets you apart from the competition. Consider how your previous projects align with what Mindrift values and how your specific skills can contribute directly to their needs.
✨Familiarise Yourself with Key Tools
Consultants often rely on certain tools to analyse data and generate insights. Get comfortable with software like Excel for data analysis, and if possible, brush up on any specific tools mentioned in the job description that Mindrift uses. This can give you an edge during technical discussions.
✨Demonstrate Client Management Experience
Freelancing is not just about numbers; it’s also about relationships. Be prepared to discuss your past experiences with clients, particularly how you manage their expectations and deliver results. These examples will highlight your capability to navigate client consultations effectively and reinforce your suitability for the role with Mindrift.
