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: Earn up to $60 per hour with flexible remote work opportunities.
- Other info: Work independently in a dynamic, project-based environment.
- Why this job: Shape the future of AI by translating real-world consulting into learning environments.
- Qualifications: 3+ years at top-tier strategy firms with strong problem-solving skills.
The predicted salary is between 60 - 60 £ per hour.
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 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 assembling a team of strategy consultants from top-tier firms 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 growing team of consultants from leading strategy firms shaping how AI learns high-level business reasoning.
Important: This role is exclusively for consultants with direct experience at a top-tier strategy consulting firm. If you do not have hands-on project experience at one of the firms listed below, please do not apply. This requirement ensures the domain is built by practitioners trained to the highest standards of structured problem-solving and client delivery.
Eligible firms: McKinsey & Company, Boston Consulting Group (BCG), Bain & Company, Oliver Wyman, Roland Berger, Monitor Deloitte (Deloitte S&C), EY-Parthenon, Kearney, and Strategy& (PwC).
Who We’re Looking For
- 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+)
Compensation
On this project, contributors can earn up to $60 per hour equivalent, depending on their level and pace of contribution. Compensation varies across projects depending on scope, complexity, and required expertise. Please note that other projects on the platform may offer different earning levels based on their requirements.
StudySmarter Expert Advice🤫
We think this is how you could land Strategy Consultant - AI Training & Evaluation (Freelance, Remote)
✨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 Strategy Consultant - AI Training & Evaluation (Freelance, Remote)
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.
