* [All remote jobs](https://jobicy.com/jobs.md)Open role[![Mindrift logo](https://jobicy.com/data/server-nyc0409/galaxy/mercury/2025/06/8c9f770c-221-1.jpeg)](https://jobicy.com/company/mindrift.md)Remote opportunity at[Mindrift](https://jobicy.com/company/mindrift.md) # Ex-MBB Strategy Consultant – AI Training Review the role, location requirements, compensation details, and application process before deciding whether this opportunity fits your next career move. [Apply for this job](#job-application)[View company](https://jobicy.com/company/mindrift.md)Share3 Aug 2026Published24Listing views1Application actions3 Sep 2026Apply before Opportunity details ## About this role. AI SummaryThis remote, project-based role at Toloka AI/Mindrift seeks experienced strategy consultants from elite firms (e.g., McKinsey, BCG, Bain) to build realistic consulting scenarios, design structured tasks for AI agents, and define evaluation frameworks. Leveraging 3+ years of hands-on client engagement experience, you will translate real-world problem-solving into learning environments that train advanced AI models. The position offers up to $60/hour and is ideally suited for analytical thinkers with strong structured problem-solving skills. Working independently, you will deliver high-quality task designs, rubrics, and golden-answer solutions that calibrate AI evaluation at scale. With a competitive annual salary of 120,000 AUD, this opportunity lets you apply your top-tier consulting expertise to cutting-edge AI development. ## Role DNA A quick view of the complexity, pace, ownership and collaboration implied by the job description. ### Job Complexity 5/5EasyHard ### Pace & Pressure 4/5RelaxedFast-paced ### Autonomy Level 5/5GuidedFull ownership ### Communication Load 3/5IndependentCollaborative AI insightThis role demands rare top-tier consulting experience and the ability to translate complex business problems into precisely structured AI training tasks. The high intellectual rigor, attention to logical consistency, and need for domain expertise justify a difficulty level of 5. ## Salary analysis Estimated compensation compared with the broader AU market for similar roles. Estimated job medianMarket rateA$120,000AU market rangeA$100k–A$150k0A$165k AI insightThe offered salary of $120,000 AUD per year is positioned at the median for this niche role, aligning with the advertised hourly rate of up to $60 for a full-time equivalent. This is competitive when considering the remote, flexible nature of the work, though top-tier consulting firms in Australia may pay higher for equivalent experience. However, the role compensates with intellectual challenge and the opportunity to work at the forefront of AI. ## Core skills Skills and capabilities most closely associated with this opportunity. [Strategy Consulting](https://jobicy.com/jobs?search_keywords=Strategy%20Consulting.md)[AI Training](https://jobicy.com/jobs?search_keywords=AI%20Training.md)[LLM Evaluation](https://jobicy.com/jobs?search_keywords=LLM%20Evaluation.md)[Problem Structuring](https://jobicy.com/jobs?search_keywords=Problem%20Structuring.md)[Financial Modeling](https://jobicy.com/jobs?search_keywords=Financial%20Modeling.md)[Market Analysis](https://jobicy.com/jobs?search_keywords=Market%20Analysis.md)[Client Delivery](https://jobicy.com/jobs?search_keywords=Client%20Delivery.md)[Hypothesis-Driven Thinking](https://jobicy.com/jobs?search_keywords=Hypothesis-Driven%20Thinking.md)[Remote Collaboration](https://jobicy.com/jobs?search_keywords=Remote%20Collaboration.md)[Structured Reasoning](https://jobicy.com/jobs?search_keywords=Structured%20Reasoning.md) Cover letter sampleDear Hiring Team, As a strategy consultant with over four years at a top-tier firm, I have refined the structured problem-solving and client delivery skills essential to this AI training role. I am excited by the opportunity to convert real engagement dynamics into rigorous learning environments that teach AI systems high-level business reasoning. My experience building financial models, conducting market analyses, and delivering client-ready recommendations under pressure aligns directly with your project requirements. I am a self-directed worker who thrives on analytical design and logical consistency, making me well-suited for this individual-contributor position. I would welcome the chance to shape the next generation of AI with Mindrift. Copy Sample interview questionsHow would you approach translating a vague client problem into a structured consulting task for an AI agent?I would start by breaking down the client's vague problem into core hypotheses and identifying the key analytical questions needed to test them. Then I would define the scope, gather relevant data points, and structure the task as a sequence of steps: market sizing, financial analysis, and synthesis. Each step would include clear deliverables, data inputs, and decision points, mirroring a real consulting engagement. Describe a project where you had to work with incomplete information. How did you handle it? In a due diligence project, we had conflicting financial data and incomplete market information. I prioritized the largest uncertainties, triangulated data from multiple sources, and made explicit assumptions to fill gaps. I then stress-tested the findings against scenarios and presented the recommendations with clear confidence levels, which helped the client make an informed decision. What experience do you have with designing evaluation criteria or grading rubrics? At BCG, I often designed evaluation frameworks for internal training and for client decision processes. I defined the key criteria, created scoring rubrics with specific anchors, and calibrated them by testing on sample outputs. I would apply the same rigor to grade AI responses, ensuring consistency and alignment with business objectives. How do you ensure logical consistency in your analysis and recommendations? I rely on hypothesis-driven thinking and structured frameworks to ensure that each recommendation traces back to solid evidence. I also perform sanity checks and peer reviews, and I use MECE principles to avoid overlapping or missing elements. This systematic approach maintains logical consistency throughout the analysis. Why are you interested in applying your consulting skills to AI training? I am fascinated by how AI can augment decision-making, and I see this role as a unique way to apply my consulting toolkit to improve AI's reasoning capabilities. The chance to work on cutting-edge generative models while maintaining a flexible, project-based arrangement is very appealing. I believe my hands-on client experience can directly contribute to building high-quality training environments. 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. For this project, tasks are estimated to require around 25-30 hours per week during active phases, based on project requirements. This is an estimate, not a guaranteed workload, and applies only while the project is active. Tasks must be submitted by the deadline and meet the listed acceptance criteria to be accepted. Show more [Apply now >](https://jobicy.com/jobs/150145-ex-mbb-strategy-consultant-ai-training.md) * ![Upload CV](data:image/svg+xml;base64,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) ### Upload your resume now To unlock remote work opportunities and be discovered by global employers. This job listing has been manually reviewed by the Jobicy Trust & Safety Team for compliance with our posting guidelines, including verification of the company's legitimacy, accuracy of job details, clarity of remote work policy, and absence of misleading or fraudulent content. Next step ## Apply now. Follow the employer’s application method and review Jobicy’s safety guidance before sharing personal information. Keep exploring ## Related remote jobs. Matched by job category10 related opportunities[Product & Operations](https://jobicy.com/categories/management.md) [Browse all jobs](https://jobicy.com/jobs.md) * ![Canonical Ltd. logo](https://jobicy.com/data/server-nyc0409/galaxy/mercury/2025/06/b4d068a9-221-1.png) Canonical Ltd. Aug 3 ### [Engineering Manager – Python and K8s](https://jobicy.com/jobs/150121-engineering-manager-python-and-k8s.md) Canonical is a leading provider of open source software and operating systems to the global enterprise and technology markets. Our platform, Ubuntu, is very widely used in breakthrough enterprise initiatives… * ![Coursera logo](https://jobicy.com/data/server-nyc0409/galaxy/mercury/2025/06/d9c44721-221.png) Coursera Aug 2 ### [Chief of Staff – CTO](https://jobicy.com/jobs/142747-chief-of-staff-cto.md) About CourseraCoursera was launched in 2012 by Andrew Ng and Daphne Koller with a mission to provide universal access to world-class learning. Today, it is one of the largest online… * ![Cloudbeds logo](https://jobicy.com/data/server-nyc0409/galaxy/mercury/2025/06/3aef1a38-221.png) Cloudbeds Aug 1 ### [Onboarding Project Manager](https://jobicy.com/jobs/144915-onboarding-project-manager.md) What Makes Us Unique At Cloudbeds, we’re not just building software, we’re transforming hospitality. Our intelligently designed platform powers properties across 150 countries, processing billions in bookings annually. From independent… * ![GE Vernova logo](https://jobicy.com/data/server-nyc0409/galaxy/mercury/2025/06/63e77722-221-1.png) GE Vernova Aug 1 ### [Sales Activation and Insights Leader](https://jobicy.com/jobs/150016-sales-activation-and-insights-leader.md) Job Description SummaryWhat impact you’ll make Come and join our powerful, unified force with the energy to change the world. Our mission is BIG. Our TRANSFORMATION is key – bringing… * ![Thermo Fisher Scientific logo](https://jobicy.com/data/server-nyc0409/galaxy/mercury/2026/06/fbe52b8e-221.webp) Thermo Fisher Scientific Aug 1 ### [Sales Operations Analyst II](https://jobicy.com/jobs/150008-sales-operations-analyst-ii-2.md) Work ScheduleStandard (Mon-Fri)Environmental ConditionsOfficeJob DescriptionAs part of the Thermo Fisher Scientific team, you’ll discover meaningful work that makes a positive impact on a global scale. Join our colleagues in bringing… * ![Remote logo](https://jobicy.com/data/server-nyc0409/galaxy/mercury/2025/06/63a88d3a-221-1.png) Remote Aug 1 ### [Senior Product Manager, Fraud and Compliance](https://jobicy.com/jobs/149964-senior-product-manager-fraud-and-compliance.md) About Remote Remote is solving modern organizations’ biggest challenge – navigating global employment compliantly with ease. We make it possible for businesses of all sizes to recruit, pay, and manage… * ![Remote logo](https://jobicy.com/data/server-nyc0409/galaxy/mercury/2025/06/63a88d3a-221-1.png) Remote Aug 1 ### [Product Manager, Billing Platform](https://jobicy.com/jobs/149952-product-manager-billing-platform.md) About Remote Remote is solving modern organizations’ biggest challenge – navigating global employment compliantly with ease. We make it possible for businesses of all sizes to recruit, pay, and manage… * ![Remote logo](https://jobicy.com/data/server-nyc0409/galaxy/mercury/2025/06/63a88d3a-221-1.png) Remote Aug 1 ### [Product Manager, Contractor Management](https://jobicy.com/jobs/149951-product-manager-contractor-management.md) About Remote Remote is solving modern organizations’ biggest challenge – navigating global employment compliantly with ease. We make it possible for businesses of all sizes to recruit, pay, and manage… * ![Gainwell Technologies logo](https://jobicy.com/data/server-nyc0409/galaxy/mercury/2025/06/65f8901c-221.jpeg) Gainwell Technologies Jul 31 ### [Senior Business Analyst – Provider+](https://jobicy.com/jobs/149914-senior-business-analyst-provider.md) Be part of a team that unleashes the power of leading-edge technologies to help improve the health and well-being of those most vulnerable in our country and communities. Working at… * ![Meta logo](https://jobicy.com/data/server-nyc0409/galaxy/mercury/2025/06/750f86a9-221.jpeg) Meta Jul 31 ### [Area Schedule Lead, Leased Data Centers](https://jobicy.com/jobs/149911-area-schedule-lead-leased-data-centers-2.md) We are seeking a candidate for a key leadership role in scheduling for a portfolio of Data Center projects of strategic importance to Meta. The Area Schedule Lead, Leased will…