At a Glance
- Tasks: Create realistic consulting environments 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 project-based role with excellent growth potential.
- Why this job: Shape the future of AI by leveraging your consulting expertise in a dynamic role.
- Qualifications: 3+ years at top-tier consulting firms with strong problem-solving skills.
The predicted salary is between 48000 - 72000 € 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 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.
Senior Consultant - AI Training & Evaluation (MBB & Top-Tier Firms) employer: Mindrift
Toloka AI is an exceptional employer for those seeking to make a significant impact in the AI and consulting space. With a focus on fostering a collaborative work culture, employees benefit from flexible remote working arrangements and the opportunity to engage with cutting-edge AI initiatives alongside top-tier strategy consultants. The company prioritises professional growth, offering unique projects that allow team members to leverage their expertise while shaping the future of AI learning and evaluation.
StudySmarter Expert Advice🤫
We think this is how you could land Senior Consultant - AI Training & Evaluation (MBB & Top-Tier Firms)
✨Tip Number 1
Network like a pro! Reach out to your former colleagues or connections from top-tier firms. A friendly chat can lead to insider info about job openings that aren't even advertised yet.
✨Tip Number 2
Prepare for those interviews by practising real-world scenarios. Think about how you’d tackle ambiguous problems and present your thought process clearly. We want to see your structured problem-solving skills in action!
✨Tip Number 3
Don’t underestimate the power of follow-ups! After interviews, drop a quick thank-you note. It shows your enthusiasm and keeps you fresh in their minds. Plus, it’s just good manners!
✨Tip Number 4
Apply through our website! It’s the best way to ensure your application gets seen by the right people. Plus, we love seeing candidates who take the initiative to connect directly with us.
We think you need these skills to ace Senior Consultant - AI Training & Evaluation (MBB & Top-Tier Firms)
Some tips for your application 🫡
Tailor Your CV:Make sure your CV is tailored to highlight your experience at top-tier consulting firms. We want to see how your skills align with the role, so don’t hold back on showcasing relevant projects and achievements!
Craft a Compelling Cover Letter:Your cover letter is your chance to shine! Use it to explain why you’re passionate about AI and how your consulting background makes you a perfect fit for our team. Keep it concise but impactful!
Showcase Problem-Solving Skills:In your application, emphasise your structured problem-solving abilities. We love seeing how you’ve tackled ambiguous client problems and turned them into actionable plans. Give us the details!
Apply Through Our Website:Don’t forget to apply through our website! It’s the best way for us to receive your application and ensures you’re considered for this exciting opportunity. We can’t wait to hear from you!
How to prepare for a job interview at Mindrift
✨Know Your Consulting Experience Inside Out
Make sure you can articulate your hands-on project experience clearly. Be ready to discuss specific examples from your time at top-tier firms, focusing on how you structured ambiguous problems and delivered client-ready solutions.
✨Demonstrate Problem-Solving Skills
Prepare to showcase your structured problem-solving approach. Think of a few scenarios where you successfully translated vague client issues into actionable analytical plans, and be ready to walk the interviewer through your thought process.
✨Familiarise Yourself with AI Concepts
While deep technical knowledge isn't required, having a basic understanding of AI and machine learning concepts will help. Brush up on how these technologies can be applied in consulting contexts, especially in building evaluation frameworks.
✨Practice Clear Communication
Since clear written English is a must, practice articulating your thoughts concisely. Consider doing mock interviews or writing out your responses to common questions to ensure you can communicate effectively under pressure.
