Toloka AI is at the forefront of advancing AI technology by creating domain-specific reinforcement learning environments, tasks, and evaluation frameworks meticulously crafted by industry professionals.Our initiative, Mindrift, powered by Toloka—a preeminent AI and machine learning data partner since 2014—bridges top-tier domain experts with innovative AI projects. Leveraging Toloka’s extensive knowledge in scalable data generation, crowd technology, and applied ML systems, Mindrift empowers experts to influence how next-gen generative models learn, reason, and execute.We are excited to unveil a new Management Consulting domain dedicated to transforming genuine consulting engagements into structured learning environments for advanced AI systems. To achieve this, we are curating a team of seasoned strategy consultants from leading firms who can translate authentic project experiences into comprehensive examples—covering everything from problem structuring and work planning to analysis, synthesis, and delivering client-ready recommendations.Join our dynamic team of consultants from prestigious strategy firms as we redefine how AI acquires high-level business reasoning skills.Important: This role is strictly for consultants with direct experience at recognized top-tier strategy consulting firms. Applications from candidates without hands-on project experience at the firms listed below will not be considered. This requirement ensures that our 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 ForConsultants with a minimum of 3 years of experience at one of the firms mentioned above, with practical project experience in:Structuring complex client problems into actionable analytical plansDeveloping financial models, conducting market analyses, or synthesizing findings from disorganized inputsDelivering client-ready outputs under tight deadlinesFormulating and defending recommendations amidst uncertaintyNo advanced technical expertise is necessary—training will be provided for the lightweight tools involved.Your ResponsibilitiesCreate realistic consulting project environments — develop detailed project scenarios rooted in genuine engagement dynamics: industry context, financials, constraints, conflicting inputs, and incomplete information.Design structured consulting tasks for AI agents — decompose projects into discrete tasks that reflect actual consulting activities: market sizing, commercial due diligence, cost optimization, growth strategy, operational diagnosis, benchmarking, and more.Establish evaluation criteria and quality standards — craft grading frameworks to ensure the accuracy and excellence of generated outputs.

Toloka AI is at the forefront of artificial intelligence, specializing in post-training support for frontier models through the creation of domain-specific reinforcement learning environments, tasks, and evaluation frameworks developed by seasoned practitioners.Mindrift, powered by Toloka, has been a leading enterprise AI and machine learning data partner since 2014. We facilitate the connection between top domain experts and innovative AI initiatives. With Toloka’s extensive expertise in scalable data generation, crowd technology, and applied machine learning systems, Mindrift empowers experts to influence how next-generation generative models learn, reason, and execute.We are excited to announce the launch of our Management Consulting domain, which focuses on transforming authentic consulting engagements into structured learning environments for advanced AI systems. To achieve this, we are assembling a team of strategy consultants from elite firms who can translate their real-world project experiences into comprehensive examples, covering everything from problem structuring and work planning to analysis, synthesis, and client-ready recommendations.By joining our growing team of consultants from prestigious strategy firms, you will play a vital role in shaping how AI acquires high-level business reasoning skills.Important: This opportunity is exclusively for consultants with direct experience at a top-tier strategy consulting firm. If you lack hands-on project experience from one of the firms listed below, we kindly ask you not to apply. This requirement ensures that our domain is built by practitioners trained to the highest standards of structured problem-solving and client delivery.Eligible firms include: McKinsey & Company, Boston Consulting Group (BCG), Bain & Company, Oliver Wyman, Roland Berger, Monitor Deloitte (Deloitte S&C), EY-Parthenon, Kearney, and Strategy& (PwC).

Toloka AI is at the forefront of empowering advanced AI systems through the creation of domain-specific reinforcement learning environments, meticulously designed by seasoned professionals. Our initiative, Mindrift, leverages Toloka’s extensive experience as a leading enterprise AI and machine learning data partner since 2014, forging connections between elite domain experts and pioneering AI projects. With Toloka’s profound knowledge in scalable data generation, crowd technology, and applied machine learning systems, Mindrift facilitates experts in shaping the learning, reasoning, and performance of next-generation generative models.We are embarking on a transformative journey within the Management Consulting domain, aimed at converting authentic consulting experiences into structured learning environments for sophisticated AI systems. To ensure credibility, we are assembling a team of strategy consultants from top-tier firms capable of translating real-world project insights into comprehensive examples — encompassing problem structuring, project planning, analysis, synthesis, and client-ready recommendations.Join our dynamic team of consultants from leading strategy firms, where you will significantly influence how AI grasps high-level business reasoning.Important: This position is strictly for consultants with direct experience at a top-tier strategy consulting firm. Applications from individuals without hands-on project experience at the firms listed below will not be considered. This requirement guarantees that our domain is shaped 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).

At Toloka AI, we are at the forefront of AI development, enhancing frontier models through specialized domain-focused reinforcement learning environments, tasks, and evaluation frameworks crafted by seasoned professionals. Our initiative, Mindrift, powered by Toloka, connects top domain experts with innovative AI projects, leveraging our extensive experience in scalable data generation and applied machine learning systems. Since 2014, we have been a renowned partner in enterprise AI and machine learning data solutions, enabling experts to influence the learning, reasoning, and performance of next-generation generative models.We are excited to announce the launch of our Management Consulting domain, aimed at transforming real-world consulting experiences into structured learning frameworks for advanced AI systems. To achieve this ambitious goal, we are assembling a team of strategy consultants from elite firms who can translate their authentic project experiences into comprehensive examples — from problem structuring and planning to thorough analysis, synthesis, and client-ready recommendations.Join our dynamic team of consultants from leading strategy firms who are redefining how AI acquires high-level business reasoning.Important: This opportunity is exclusively for consultants with hands-on experience at top-tier strategy consulting firms. If you do not possess project experience with any of the firms listed below, we kindly ask that you refrain from applying. This criterion guarantees that our domain is constructed by practitioners who adhere 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).

Toloka AI is at the forefront of enhancing AI capabilities through domain-specific reinforcement learning environments, meticulously crafted tasks, and robust evaluation frameworks by seasoned practitioners.Mindrift, fueled by Toloka — a premier partner in enterprise AI and machine learning data since 2014 — seamlessly connects elite domain experts with pioneering AI ventures. With Toloka's extensive expertise in scalable data generation, crowd technology, and applied machine learning systems, Mindrift empowers professionals to influence the learning, reasoning, and performance of next-generation generative models.We are excited to announce the launch of a Management Consulting domain aimed at transforming authentic consulting experiences into structured learning environments for advanced AI systems. To achieve this, we are assembling a team of strategy consultants from top-tier firms capable of converting real project experiences into comprehensive examples — encompassing problem structuring, project planning, analysis, synthesis, and delivering client-ready recommendations.Join our expanding team of consultants from prestigious strategy firms as we redefine how AI comprehends high-level business reasoning.Important: This opportunity is exclusively available for consultants with direct experience from a top-tier strategy consulting firm. If you lack hands-on project experience from one of the firms listed below, we kindly ask you not to apply. This criterion is crucial to ensure that our domain is developed by practitioners who are 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).

Toloka AI is at the forefront of enhancing AI capabilities by creating domain-specific reinforcement learning environments, tailored tasks, and evaluation frameworks, all developed by seasoned professionals. Mindrift, a dynamic initiative powered by Toloka—a leading enterprise in AI and machine learning data since 2014—bridges the gap between top domain experts and groundbreaking AI projects. With Toloka's extensive knowledge in scalable data generation and crowd technology, Mindrift empowers experts to guide the evolution of next-generation generative models in learning, reasoning, and performance.We are excited to introduce a new Management Consulting domain, dedicated to transforming real-world consulting experiences into structured learning environments for sophisticated AI systems. To establish this domain with integrity, we are assembling a team of strategy consultants from top-tier firms who can distill authentic project experiences into comprehensive examples encompassing everything from problem structuring and work planning to analysis, synthesis, and client-ready recommendations.You will become part of a growing team of consultants from prestigious strategy firms, influencing how AI grasps high-level business reasoning.Important: This position is strictly for consultants with direct experience at a top-tier strategy consulting firm. If you lack hands-on project experience at one of the specified firms below, we kindly ask you not to apply. This requirement is crucial to ensure that the domain is developed by practitioners trained to the highest standards in 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).

Toloka AI is at the forefront of post-training support for advanced AI models, specializing in the creation of domain-specific reinforcement learning environments, tasks, and evaluation frameworks crafted by seasoned professionals.Our initiative, Mindrift, powered by Toloka—a premier enterprise AI and machine learning data partner since 2014—bridges the gap between leading domain experts and innovative AI projects. Leveraging Toloka's extensive experience in scalable data generation, crowd technology, and applied machine learning systems, Mindrift empowers experts to influence the development of next-generation generative models.We are excited to announce the launch of our Management Consulting domain, dedicated to transforming real-world consulting engagements into structured learning environments for advanced AI systems. To achieve this, we are assembling a team of strategy consultants from top-tier firms who can translate authentic project experiences into comprehensive examples—covering everything from problem structuring and work planning to analysis, synthesis, and client-ready recommendations.As a member of our expanding team of consultants from elite strategy firms, you will play a crucial role in shaping how AI comprehends and applies high-level business reasoning.Important: This position is exclusively for consultants with direct experience at a top-tier strategy consulting firm. If you lack hands-on project experience at one of the firms listed below, we kindly ask that you refrain from applying. This criterion is vital to ensure that the domain is developed 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).

Toloka AI is at the forefront of enhancing AI models through the development of domain-specific reinforcement learning environments, tasks, and evaluation frameworks crafted by seasoned practitioners.Our innovative platform, Mindrift, powered by Toloka, has been a premier enterprise AI and machine learning data partner since 2014. It bridges top domain experts with pioneering AI initiatives. With Toloka’s extensive knowledge in scalable data generation, crowd technology, and applied ML systems, Mindrift empowers experts to influence the learning, reasoning, and performance of next-generation generative models.We are excited to introduce a Management Consulting domain dedicated to transforming real-world consulting engagements into structured learning environments tailored for advanced AI systems. To ensure credibility, we are assembling a team of skilled strategy consultants from top-tier firms who can translate authentic project experiences into comprehensive examples — encompassing problem structuring, work planning, analysis, synthesis, and client-ready recommendations.Join a dynamic team of consultants from leading strategy firms, and help shape how AI acquires high-level business reasoning.Important: This position is exclusively for consultants with direct experience at a top-tier strategy consulting firm. If you lack hands-on project experience at one of the firms listed below, we kindly ask you not to apply. This requirement guarantees that our domain is developed 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).

Join Toloka AI, a pioneer in the realm of artificial intelligence, as we enhance frontier model post-training through the creation of domain-specific reinforcement learning environments and evaluation frameworks tailored by industry experts.Our innovative platform, Mindrift, connects elite domain specialists with transformative AI projects. Leveraging Toloka’s extensive experience in scalable data generation and applied machine learning systems, we empower professionals to influence the methodologies of next-generation generative models in learning and reasoning.We are excited to announce the initiation of a Management Consulting domain, dedicated to converting real-world consulting experiences into structured learning environments for advanced AI systems. To achieve this, we are assembling a talented team of strategy consultants from prestigious firms who possess the ability to translate genuine project insights into comprehensive examples covering everything from problem structuring and project management to analysis and client-ready recommendations.As a member of our expanding consulting team, you will play a crucial role in shaping the way AI comprehends high-level business reasoning.Important: This role is exclusively for applicants with direct experience at top-tier strategy consulting firms. If you do not possess hands-on project experience with one of the firms listed below, we kindly ask that you refrain from applying. This prerequisite ensures our domain is constructed by practitioners who have been 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).

Join Toloka AI, a pioneering leader in enterprise AI and machine learning data solutions since 2014, in our mission to support advanced model post-training. We build domain-specific reinforcement learning environments and evaluation frameworks crafted by industry experts.Through Mindrift, an initiative powered by Toloka, we bridge top domain experts with groundbreaking AI projects. Our extensive experience in scalable data generation and applied machine learning systems allows us to transform how next-generation generative models learn and reason.We are excited to establish a Management Consulting domain, dedicated to converting real-world consulting experiences into structured learning frameworks for advanced AI systems. We are seeking strategy consultants from premier firms who can translate their authentic project experiences into comprehensive examples — from problem structuring to client-ready recommendations.As a member of our expanding team of consultants from leading strategy firms, you will play a crucial role in shaping AI's understanding of high-level business reasoning.Important: This role is exclusively for consultants with direct experience at top-tier strategy consulting firms. If you lack hands-on project experience at one of the listed firms, we kindly ask you not to apply, as this requirement ensures our domain is built by practitioners trained to the highest standards of structured problem-solving.Eligible firms: McKinsey & Company, Boston Consulting Group (BCG), Bain & Company, Oliver Wyman, Roland Berger, Monitor Deloitte, EY-Parthenon, Kearney, and Strategy& (PwC).

Toloka AI is at the forefront of shaping advanced AI systems through the development of domain-specific reinforcement learning environments, meticulously crafted by industry practitioners.Under the banner of Mindrift, Toloka — a prominent enterprise AI and machine learning data partner since 2014 — forges connections between leading domain experts and state-of-the-art AI projects. Our robust experience in scalable data generation, crowd technology, and applied machine learning empowers experts to influence the training of next-generation generative models, enhancing their learning, reasoning, and performance capabilities.We are excited to announce the establishment of a Management Consulting domain aimed at converting real-world consulting projects into structured learning environments for sophisticated AI systems. To achieve this, we are assembling a talented team of strategy consultants from top-tier firms who can translate genuine project experiences into comprehensive examples — encompassing problem structuring, work planning, analysis, synthesis, and client-ready recommendations.Join our expanding team of consultants from elite strategy firms and contribute to shaping how AI systems acquire high-level business reasoning skills.Important: This position is exclusively for consultants with direct experience at a top-tier strategy consulting firm. If you do not possess hands-on project experience at one of the firms listed below, we kindly ask that you refrain from applying. This requirement ensures that our domain is developed by practitioners who are 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).

Toloka AI is at the forefront of advancing artificial intelligence by creating domain-specific reinforcement learning environments and evaluation frameworks crafted by experienced practitioners.Mindrift, powered by Toloka — a leader in enterprise AI and machine learning data solutions since 2014 — empowers top domain experts to drive innovative AI initiatives. Leveraging Toloka’s vast expertise in scalable data generation, crowd technology, and applied ML systems, Mindrift facilitates expert involvement in shaping the learning and reasoning capabilities of next-generation generative models.We are excited to announce the launch of our Management Consulting domain, which aims to transform real-world consulting engagements into structured learning environments for advanced AI systems. To achieve this, we are assembling a talented team of strategy consultants from premier firms who can translate their authentic project experiences into comprehensive examples — from problem structuring and work planning to analysis, synthesis, and formulating client-ready recommendations.As a member of our expanding team of consultants from leading strategy firms, you will play a pivotal role in defining how AI acquires high-level business reasoning capabilities.Important: This position is exclusively for consultants with direct experience at top-tier strategy consulting firms. If you do not possess hands-on project experience at one of the firms listed below, we kindly ask you not to apply. This requirement ensures that our domain is crafted by practitioners who are 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).

Toloka AI is at the forefront of advancing artificial intelligence by developing specialized reinforcement learning environments and evaluation frameworks tailored by industry experts. Our subsidiary, Mindrift, has been a premier enterprise AI and machine learning data partner since 2014, seamlessly connecting elite domain specialists with pioneering AI initiatives.As we embark on establishing a Management Consulting domain, we aim to transform real-world consulting experiences into structured learning environments for advanced AI systems. This endeavor requires assembling a team of strategy consultants from top-tier firms who can translate their authentic project insights into comprehensive examples, encompassing problem structuring, work planning, analysis, synthesis, and client-ready recommendations.Join our dynamic team of consultants from renowned strategy firms, influencing how AI comprehends high-level business reasoning.Important: This role is exclusively for consultants with direct experience at top-tier strategy consulting firms. Those without hands-on project experience at the specified firms should refrain from applying, as we prioritize practitioners trained in 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).

Toloka AI is at the forefront of developing advanced AI solutions, enhancing frontier model post-training by creating domain-specific reinforcement learning environments, tasks, and evaluation frameworks crafted by industry practitioners.Mindrift, a pioneering initiative powered by Toloka, has been a leader in enterprise AI and machine learning data since 2014. It bridges top domain experts with innovative AI projects, leveraging Toloka's extensive expertise in scalable data generation, crowd technology, and applied ML systems. Mindrift empowers experts to influence how next-generation generative models learn, reason, and operate.We are excited to introduce a Management Consulting domain aimed at transforming real-world consulting engagements into structured learning environments for advanced AI systems. To achieve this, we are forming a team of strategy consultants from elite firms who can translate genuine project experiences into comprehensive examples — encompassing problem structuring, planning, analysis, synthesis, and crafting client-ready recommendations.Join our expanding team of consultants from prestigious strategy firms, playing a pivotal role in shaping how AI acquires high-level business reasoning.Important Note: This position is reserved for consultants with direct experience at a top-tier strategy consulting firm. If you lack hands-on project experience with one of the listed firms, we kindly ask that you refrain from applying. This criterion ensures that our domain is developed 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).

Toloka AI is at the forefront of advancing AI technologies by creating domain-specific reinforcement learning environments, tasks, and evaluation frameworks that are crafted by experienced practitioners.Our initiative, Mindrift, powered by Toloka — a distinguished leader in enterprise AI and machine learning data since 2014 — bridges top domain experts with pioneering AI projects. With Toloka's extensive expertise in scalable data generation, crowd technology, and applied machine learning systems, Mindrift empowers experts to influence how next-generation generative models learn, reason, and deliver results.We are excited to introduce a Management Consulting domain dedicated to transforming real-world consulting experiences into structured learning environments for advanced AI systems. To achieve this goal, we are curating a team of strategy consultants from prestigious firms who can translate authentic project experiences into comprehensive examples — from defining problems and planning work to analysis, synthesis, and delivering client-ready recommendations.Joining our expanding team of consultants from elite strategy firms, you will play a key role in shaping how AI acquires high-level business reasoning skills.Important: This opportunity is exclusively for consultants with direct experience at a top-tier strategy consulting firm. If you lack hands-on project experience with any of the firms listed below, we kindly ask you not to apply. This prerequisite ensures that our domain is developed by practitioners who have been 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).

At Toloka AI, we are on the cutting edge of AI development, specializing in the creation of domain-specific reinforcement learning environments, tasks, and evaluation frameworks shaped by real-world practitioners. Powered by our extensive expertise as a leading enterprise AI and machine learning data partner since 2014, Mindrift connects top domain experts with groundbreaking AI initiatives. With Toloka’s deep knowledge in scalable data generation, crowd technology, and applied machine learning systems, Mindrift empowers experts to influence how next-generation generative models learn, reason, and execute tasks.We are excited to announce the launch of our Management Consulting domain, which aims to transform actual consulting engagements into structured learning environments for sophisticated AI systems. To achieve this with authenticity, we are curating a team of strategy consultants from elite consulting firms who can translate real project experiences into comprehensive, end-to-end examples — encompassing problem structuring, work planning, analysis, synthesis, and client-ready recommendations.Join a dynamic team of consultants from prestigious strategy firms, dedicated to redefining how AI grasps high-level business reasoning.Important Note: This position is exclusively available to consultants with direct experience at a top-tier strategy consulting firm. If you lack hands-on project experience at one of the firms listed below, we kindly request that you do not apply. This prerequisite ensures that our domain is constructed 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).

Toloka AI is at the forefront of enhancing AI capabilities through the development of domain-specific reinforcement learning environments, meticulously crafted by industry experts. With a legacy as a premier enterprise AI and machine learning data partner since 2014, we bridge the gap between top domain specialists and pioneering AI projects. Our deep expertise in scalable data generation, crowd technology, and applied machine learning systems empowers Mindrift to redefine how next-generation generative models learn, reason, and excel.We are excited to announce the launch of our Management Consulting domain, aimed at transforming real-world consulting experiences into structured learning environments for advanced AI systems. To achieve this ambitious goal, we are assembling a team of strategy consultants from elite firms who can translate authentic project experiences into comprehensive examples, covering everything from problem structuring and work planning to analysis, synthesis, and crafting client-ready recommendations.As a member of our expanding team of consultants from renowned strategy firms, you will influence how AI develops high-level business reasoning capabilities.Important Note: This position is exclusively available to consultants with direct experience in top-tier strategy consulting firms. If you lack hands-on project experience at any of the firms listed below, we kindly ask that you refrain from applying. This requirement ensures our domain is constructed by professionals trained in 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).

Toloka AI is at the forefront of advancing AI model training by developing tailored reinforcement learning environments, tasks, and evaluation frameworks shaped by industry experts.Mindrift, driven by Toloka—a premier partner in enterprise AI and machine learning since 2014—links leading domain specialists with pioneering AI projects. Leveraging Toloka’s extensive experience in scalable data generation, crowd technology, and applied machine learning systems, Mindrift empowers experts to influence the learning, reasoning, and performance of next-generation generative models.We are excited to introduce a Management Consulting domain dedicated to transforming real-world consulting experiences into structured learning opportunities for advanced AI systems. To achieve this, we are building a team of strategy consultants from elite firms who can translate authentic project experiences into comprehensive examples—from problem structuring and project planning to analysis, synthesis, and polished client recommendations.You will be part of an expanding team of consultants from renowned strategy firms, playing a critical role in defining how AI acquires high-level business reasoning.Important: This position is exclusively for consultants with direct experience at a top-tier strategy consulting firm. If you lack hands-on project experience with one of the firms listed below, please refrain from applying. This criterion ensures our domain is crafted 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).

Toloka AI is at the forefront of transforming AI and machine learning through innovative post-training support for frontier models. We specialize in creating domain-specific reinforcement learning environments, tasks, and evaluation frameworks crafted by industry experts.Our platform, Mindrift, harnesses Toloka's extensive experience as a premier enterprise AI and machine learning data partner since 2014, linking top professionals with groundbreaking AI projects. With our expertise in scalable data generation, crowd technology, and applied machine learning systems, we empower experts to influence how next-generation generative models learn, reason, and perform.We are excited to announce the launch of our Management Consulting domain, which aims to convert real-world consulting experiences into structured learning environments for advanced AI systems. To achieve this, we are assembling a talented team of strategy consultants from prestigious firms who can turn genuine project insights into comprehensive examples — encompassing everything from problem structuring and work planning to analysis, synthesis, and client-ready recommendations.As part of our dynamic team of consultants from leading strategy firms, you will play a crucial role in shaping how AI comprehends high-level business reasoning.Important: This position is exclusively for consultants with direct experience at a top-tier strategy consulting firm. If you lack hands-on project experience at one of the firms listed below, please refrain from applying. This requirement ensures the domain is developed by practitioners trained in 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).

Toloka AI is at the forefront of enhancing AI capabilities through innovative post-training solutions tailored to specific domains. We specialize in creating reinforcement learning environments, tasks, and evaluation frameworks developed by experienced practitioners in the field.Mindrift, a collaborative initiative powered by Toloka, has been a trusted partner in enterprise AI and machine learning data since 2014. We link top domain experts with pioneering AI projects, leveraging Toloka's extensive knowledge in scalable data generation, crowd technology, and applied machine learning systems. Mindrift empowers experts to influence how next-generation generative models learn, reason, and perform.We are excited to announce the launch of our Management Consulting domain, dedicated to transforming real-world consulting projects into structured learning environments for advanced AI systems. We are seeking to form a dedicated team of strategy consultants from elite firms who can translate their authentic project experiences into comprehensive examples — encompassing problem structuring, work planning, analysis, synthesis, and client-ready recommendations.As a member of our expanding team of consultants from prestigious strategy firms, you will play a crucial role in shaping the way AI comprehends high-level business reasoning.Important Note: This opportunity is exclusively available to consultants with direct experience from a top-tier strategy consulting firm. If you lack hands-on project experience from the firms listed below, we kindly ask you not to apply. This criterion is essential to ensure the domain is developed by professionals trained to the highest standards of structured problem-solving and client engagement.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 ForWe seek consultants with a minimum of 3 years of experience at one of the aforementioned firms, possessing hands-on project experience in:Structuring complex client challenges into actionable analytical plans.Developing financial models, conducting market analyses, or synthesizing insights from diverse inputs.Producing deliverables that meet client expectations under tight deadlines.Formulating and defending recommendations amidst uncertainty.A deep technical background is not required; we will provide training on the essential tools involved.Your ResponsibilitiesDevelop realistic consulting project environments — fabricate detailed project scenarios based on real engagement dynamics: industry context, financials, constraints, conflicting inputs, and incomplete information.Create structured consulting tasks for AI agents — decompose projects into discrete tasks that replicate authentic consulting work: market sizing, commercial due diligence, cost optimization, growth strategy, operational diagnosis, benchmarking, and more.Establish evaluation criteria and quality standards — devise grading frameworks...