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Experience Level
Experience
Qualifications
We are looking for candidates with the following qualifications:Proven experience in finance and insurance sectors. Strong analytical skills and attention to detail. Excellent communication and training abilities. Familiarity with AI technologies and their applications in finance is a plus.
About the job
Agency is seeking a Finance and Insurance Specialist to support a Freelance AI Trainer Project. This contract role calls for hands-on experience in finance and insurance, with a focus on helping AI systems better understand the sector’s rules, terminology, and real-world scenarios.
What You Will Do
Use your finance and insurance knowledge to guide AI training tasks
Review, annotate, or create materials that help AI models interpret industry-specific concepts
Ensure accuracy and relevance in financial and insurance data used for AI development
Location
This freelance project is open to candidates based in the United States of America.
About agency
At agency, we are committed to innovation and excellence. Our team is dedicated to bridging the gap between finance and technology, creating solutions that drive efficiency and effectiveness in the industry. Join us and be part of a forward-thinking organization that values creativity and collaboration.
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Search for Finance and Insurance Specialist - Freelance AI Trainer Project
Role Overview Agency is seeking a Finance and Insurance Specialist to support a Freelance AI Trainer Project. This contract role calls for hands-on experience in finance and insurance, with a focus on helping AI systems better understand the sector’s rules, terminology, and real-world scenarios. What You Will Do Use your finance and insurance knowledge to guide AI training tasks Review, annotate, or create materials that help AI models interpret industry-specific concepts Ensure accuracy and relevance in financial and insurance data used for AI development Location This freelance project is open to candidates based in the United States of America.
Contract|$8/hr - $65/hr|Remote|United States of America
Are you a seasoned insurance professional passionate about influencing the future of artificial intelligence? As large-scale language models transition from simple chatbots to transformative industry tools, your expertise in high-quality training data is essential. Together, we can enable tomorrow's AI to democratize access to world-class knowledge, adapt to changing regulations, and enhance workflows for insurance professionals across the globe. We are seeking insurance specialists who excel in areas such as policy analysis, claims management, risk assessment, underwriting, regulatory compliance, actuarial science, customer service, fraud detection, and insurance technology. Your role will involve probing advanced language models on complex topics including policy interpretation, claims adjudication, risk modeling, insurance products, loss control, and compliance audits—meticulously documenting each failure mode to strengthen model reasoning. On a daily basis, you will engage with the model on real-world insurance scenarios and theoretical industry inquiries, ensuring factual accuracy and logical consistency, capturing reproducible error traces, and proposing enhancements to our prompt engineering and evaluation metrics. An ideal candidate will possess a bachelor’s or master’s degree in insurance, finance, risk management, or a closely related field; relevant industry certifications, hands-on claims experience, or practical field knowledge will signal your suitability. Exceptional communication skills, particularly in metacognitive contexts—where you articulate your reasoning—are crucial. Are you ready to leverage your insurance expertise to contribute to the foundational knowledge of future AI? Apply now and start educating the models that will educate the world.
Contract|$8/hr - $65/hr|Remote|United States of America
Are you a finance professional with a passion for shaping the future of artificial intelligence? Join us as we transform large-scale language models from simple chatbots into robust tools for financial discovery. Your expertise will play a crucial role in ensuring that tomorrow’s AI can provide world-class education, align with cutting-edge research, and enhance financial analysis and decision-making for professionals globally. Your knowledge will be the foundation for this evolution. We are seeking finance specialists who excel in financial modeling, investment strategies, corporate finance, risk management, asset pricing, financial analysis, and market dynamics. You will engage with advanced language models on complex topics including financial forecasting, capital structure, portfolio optimization, time-series analysis, derivatives, financial regulations, behavioral finance, and econometrics. Your task will involve documenting failures to strengthen model reasoning. In your role, you will interact with the model on real-world finance scenarios, verify factual accuracy and logical coherence, capture reproducible error traces, and propose enhancements to our prompt engineering and evaluation metrics. A Master’s or PhD in finance, economics, or a related field is preferred. Candidates with peer-reviewed publications, industry experience, or practical financial analysis projects will stand out. Exceptional communication skills, particularly in articulating your thought process, are essential. Are you ready to leverage your finance expertise to educate tomorrow’s AI? Apply now and start influencing the model that will educate the world.
At Mentis AI, we are revolutionizing the intersection of finance and artificial intelligence, leveraging the expertise of our founders from Lazard and Partners Group. With offices in London and San Francisco, our mission is to bridge the gap between human insights and AI capabilities, enhancing the insurance landscape.Your Role: As an Expert AI Trainer, you will play a pivotal role in advancing AI reasoning within the insurance sector. Your specialized knowledge will contribute significantly to a structured training initiative aimed at optimizing AI applications in the insurance domain. We seek professionals with experience in major Property & Casualty (P&C) or Life insurance carriers, particularly in investments, underwriting, or actuarial science.
Toloka AI is seeking a Freelance AI Trainer with a strong background in both Biology and Python. This remote contract role is based in Wisconsin, United States. Role overview This position centers on creating and presenting training materials for AI projects. The main focus is on helping others understand biological concepts and Python programming as they relate to artificial intelligence work. What you will do Develop clear, effective training content covering biology and Python topics Deliver these materials to support AI project teams Communicate complex ideas in a way that is accessible and engaging Requirements Expertise in biology Strong knowledge of Python programming Ability to explain technical subjects clearly
Role Overview Agency is looking for a Freelance Manufacturing Specialist to support an AI Trainer project. This contract role focuses on applying manufacturing knowledge to help shape AI-driven solutions for production environments. What You Will Do Use hands-on experience with manufacturing processes to guide AI training and development. Collaborate with the project team to identify ways AI can improve efficiency and productivity in manufacturing operations. Contribute insights that help refine and validate AI solutions for real-world use. Location This role is open to candidates based in the United States.
Part-time|$69/hr - $69/hr|Remote|Remote — Virginia, United States
Please submit your CV in English and indicate your level of English proficiency. About Mindrift Mindrift connects skilled professionals with project-based AI work for major technology companies. The focus is on testing, evaluating, and improving AI systems. This is a project-based, non-permanent role. Role Overview As a Freelance Electrical Engineer & Python Specialist, contributors work on projects that present fresh technical challenges. Assignments may include: Designing computational engineering problems that reflect real-world engineering workflows Developing problems that require Python programming for calculations and simulations Ensuring problems are computationally intensive and involve numerical methods or iterative solutions Creating scenarios related to system design, optimization, and analysis Basing problems on actual research challenges or practical engineering tasks Verifying solutions in Python using standard engineering libraries Documenting problem statements clearly, including correct, verified answers Desired Qualifications Degree in Electrical Engineering or a closely related field Proficient in Python for numerical validation; experience with MATLAB, R, C, SQL, Numpy, Pandas, SciPy, or domain-specific libraries is a plus Minimum 2 years of professional experience in applied, research, or educational settings Understanding of practical engineering constraints and approximations Strong English writing skills (C1+ level) Relevant certifications (such as CMME, SAS Certifications, CAP) and experience with international or applied projects are advantageous How to Participate The process includes applying, passing qualifications, joining a project, completing assigned tasks, and receiving compensation. Project Commitment During active project phases, tasks are estimated to require about 10–20 hours per week. Actual workload depends on project needs and is not guaranteed outside active periods. Compensation Contributors may earn up to $69 per hour, depending on expertise and pace. Compensation varies by project, based on scope, complexity, and required skills. Other projects on the platform may offer different rates depending on their specific requirements. Location: Remote , Virginia, United States
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Are you passionate about tackling Kaggle-style challenges, refining models, and testing innovative ideas to enhance performance? Imagine being compensated for your expertise, where your solutions play a crucial role in fortifying the world’s leading AI systems.Large-scale language models are transitioning into powerful catalysts for discovery, education, and engineering. To achieve this evolution, they require enhanced reasoning capabilities and superior datasets. As a Machine Learning Specialist, you will engage in practical ML challenges that resemble research competitions, but with tangible impacts on the future of AI.
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Contract|$50/hr - $75/hr|Remote|United States of America
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Part-time|$73/hr - $73/hr|Remote|Remote — United States
We invite you to submit your CV in English, along with your English proficiency level.Mindrift specializes in connecting talented professionals with project-based opportunities in artificial intelligence for top tech companies, focusing on the testing, evaluation, and enhancement of AI systems. Please note that participation is on a project basis, not a permanent employment arrangement.Role OverviewEach project presents unique challenges, and contributors may be tasked with the following:Crafting comprehensive statistical problems that mirror industry practices;Assessing AI solutions for accuracy, underlying assumptions, and limitations;Verifying computations or simulations utilizing Python libraries such as NumPy, Pandas, SciPy, Statsmodels, and Scikit-learn;Enhancing AI reasoning to meet industry-standard logical frameworks;Implementing structured scoring criteria for complex, multi-step problems.Ideal Candidate ProfileThis opportunity suits statisticians with Python experience who are open to part-time, non-permanent engagements. Preferred qualifications include:A degree in Statistics or a related discipline, such as Probability Theory, Mathematical Statistics, or Applied Statistics;A minimum of 3 years of professional experience in mathematics;Exceptional written English skills (C1/C2 level);Advanced Python skills for numerical validation;A reliable internet connection.Professional certifications (e.g., PStat, CAP, SAS Certifications) and experience with international or applied projects are advantageous.Application ProcessTo apply, please submit your application, pass any required qualifications, join a project, complete assigned tasks, and receive compensation.Expected CommitmentDuring active project phases, tasks are anticipated to require approximately 10–20 hours per week, based on project demands. This is an estimate and does not guarantee a specific workload.CompensationCompensation for contributions, with rates up to $73/hour*;Fixed project rates or individual rates, determined by project specifics;Some projects may include incentive payments.*Note: Rates may vary based on expertise, skills assessment, location, project requirements, and other factors. Highly specialized experts may receive higher rates. Lower rates may apply during onboarding or non-core project phases. Payment specifics will be provided for each project.
Contract|$8/hr - $65/hr|Remote|United States of America
Are you a passionate accounting professional looking to make an impact in the world of artificial intelligence? Join us as we transform large-scale language models from simple chatbots into robust tools for financial expertise. Your knowledge will help create high-quality training data that empowers AI to provide exceptional education, comply with industry regulations, and optimize workflows across various sectors. We are seeking experienced accounting specialists who have a deep understanding of financial reporting, auditing, tax compliance, cost accounting, management accounting, and financial analysis. In this role, you will critically assess advanced language models on topics including GAAP and IFRS standards, ledger reconciliation, internal controls, cash flow forecasting, tax code interpretation, and budgeting strategies. Documenting every obstacle will be crucial to enhancing the reasoning capabilities of our models. On a day-to-day basis, you will engage with the AI on real-world accounting scenarios and theoretical financial inquiries, ensuring the accuracy and logical integrity of its responses. You will capture reproducible error traces and provide insights for refining our prompt engineering and evaluation metrics. A Bachelor’s or Master’s degree in accounting, finance, or a related field is highly preferred. CPA licensure, along with experience in financial audits, tax preparation, or familiarity with ERP systems like SAP or Oracle, will enhance your candidacy. Exceptional metacognitive communication skills—showing your work and thought processes—are essential for this position. If you are ready to leverage your accounting expertise to contribute to the future of AI, we encourage you to apply today and help us train the models that will educate the world.
Contract|$76/hr - $76/hr|Remote|Remote — Virginia, United States
Please submit your CV in English and specify your English proficiency level. This freelance, project-based role with toloka-ai (via Mindrift) centers on testing, evaluating, and improving AI systems for technology clients. The work is remote and based in Virginia, United States. This position does not offer permanent employment. Role overview Material Scientists in this role design and document engineering problems that mirror real-world workflows. The focus is on creating computational challenges that require Python for calculations and simulations. Problems should involve numerical methods, iterative solutions, and reflect real research questions or practical engineering scenarios. Each task must be validated using Python and established engineering libraries, with clear documentation and verified solutions. Key responsibilities Develop original materials engineering problems based on real applications Create complex challenges requiring Python programming Ensure tasks are computationally intensive and use numerical or iterative methods Design scenarios involving system design, optimization, and analysis Validate solutions with Python and relevant libraries Document problem statements and provide verified solutions Requirements Degree in Material Science or a related discipline Strong Python skills for numerical validation; experience with MATLAB, R, C, SQL, Numpy, Pandas, SciPy, Stata, or similar languages is a plus Minimum of 2 years’ relevant experience (applied, research, or teaching) Understanding of practical engineering constraints and approximations Excellent written English (C1 level or above) Process Apply Pass qualification(s) Join a project Complete tasks Receive compensation Time commitment Projects generally require 10–20 hours per week during active periods. Actual workload may change depending on project needs. Compensation Contributors can earn up to $76 per hour, depending on experience, pace, and project scope. Rates may vary according to complexity and required expertise.
Role Overview Agency is looking for a Retail Trade Specialist to contribute to a Freelance AI Trainer Project. This contract role centers on applying retail trade knowledge to help train and refine AI systems for retail applications. What You Will Do Use retail trade experience to inform and improve AI training processes Work with teams focused on advancing AI capabilities for retail settings Contribute insights that shape how AI understands and supports retail operations Position Details Freelance, project-based contract Remote work within the United States Flexible hours This role offers a chance to influence retail technology while working independently and on your own schedule.
Apr 16, 2026
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Search for Finance and Insurance Specialist - Freelance AI Trainer Project
Role Overview Agency is seeking a Finance and Insurance Specialist to support a Freelance AI Trainer Project. This contract role calls for hands-on experience in finance and insurance, with a focus on helping AI systems better understand the sector’s rules, terminology, and real-world scenarios. What You Will Do Use your finance and insurance knowledge to guide AI training tasks Review, annotate, or create materials that help AI models interpret industry-specific concepts Ensure accuracy and relevance in financial and insurance data used for AI development Location This freelance project is open to candidates based in the United States of America.
Contract|$8/hr - $65/hr|Remote|United States of America
Are you a seasoned insurance professional passionate about influencing the future of artificial intelligence? As large-scale language models transition from simple chatbots to transformative industry tools, your expertise in high-quality training data is essential. Together, we can enable tomorrow's AI to democratize access to world-class knowledge, adapt to changing regulations, and enhance workflows for insurance professionals across the globe. We are seeking insurance specialists who excel in areas such as policy analysis, claims management, risk assessment, underwriting, regulatory compliance, actuarial science, customer service, fraud detection, and insurance technology. Your role will involve probing advanced language models on complex topics including policy interpretation, claims adjudication, risk modeling, insurance products, loss control, and compliance audits—meticulously documenting each failure mode to strengthen model reasoning. On a daily basis, you will engage with the model on real-world insurance scenarios and theoretical industry inquiries, ensuring factual accuracy and logical consistency, capturing reproducible error traces, and proposing enhancements to our prompt engineering and evaluation metrics. An ideal candidate will possess a bachelor’s or master’s degree in insurance, finance, risk management, or a closely related field; relevant industry certifications, hands-on claims experience, or practical field knowledge will signal your suitability. Exceptional communication skills, particularly in metacognitive contexts—where you articulate your reasoning—are crucial. Are you ready to leverage your insurance expertise to contribute to the foundational knowledge of future AI? Apply now and start educating the models that will educate the world.
Contract|$8/hr - $65/hr|Remote|United States of America
Are you a finance professional with a passion for shaping the future of artificial intelligence? Join us as we transform large-scale language models from simple chatbots into robust tools for financial discovery. Your expertise will play a crucial role in ensuring that tomorrow’s AI can provide world-class education, align with cutting-edge research, and enhance financial analysis and decision-making for professionals globally. Your knowledge will be the foundation for this evolution. We are seeking finance specialists who excel in financial modeling, investment strategies, corporate finance, risk management, asset pricing, financial analysis, and market dynamics. You will engage with advanced language models on complex topics including financial forecasting, capital structure, portfolio optimization, time-series analysis, derivatives, financial regulations, behavioral finance, and econometrics. Your task will involve documenting failures to strengthen model reasoning. In your role, you will interact with the model on real-world finance scenarios, verify factual accuracy and logical coherence, capture reproducible error traces, and propose enhancements to our prompt engineering and evaluation metrics. A Master’s or PhD in finance, economics, or a related field is preferred. Candidates with peer-reviewed publications, industry experience, or practical financial analysis projects will stand out. Exceptional communication skills, particularly in articulating your thought process, are essential. Are you ready to leverage your finance expertise to educate tomorrow’s AI? Apply now and start influencing the model that will educate the world.
At Mentis AI, we are revolutionizing the intersection of finance and artificial intelligence, leveraging the expertise of our founders from Lazard and Partners Group. With offices in London and San Francisco, our mission is to bridge the gap between human insights and AI capabilities, enhancing the insurance landscape.Your Role: As an Expert AI Trainer, you will play a pivotal role in advancing AI reasoning within the insurance sector. Your specialized knowledge will contribute significantly to a structured training initiative aimed at optimizing AI applications in the insurance domain. We seek professionals with experience in major Property & Casualty (P&C) or Life insurance carriers, particularly in investments, underwriting, or actuarial science.
Toloka AI is seeking a Freelance AI Trainer with a strong background in both Biology and Python. This remote contract role is based in Wisconsin, United States. Role overview This position centers on creating and presenting training materials for AI projects. The main focus is on helping others understand biological concepts and Python programming as they relate to artificial intelligence work. What you will do Develop clear, effective training content covering biology and Python topics Deliver these materials to support AI project teams Communicate complex ideas in a way that is accessible and engaging Requirements Expertise in biology Strong knowledge of Python programming Ability to explain technical subjects clearly
Role Overview Agency is looking for a Freelance Manufacturing Specialist to support an AI Trainer project. This contract role focuses on applying manufacturing knowledge to help shape AI-driven solutions for production environments. What You Will Do Use hands-on experience with manufacturing processes to guide AI training and development. Collaborate with the project team to identify ways AI can improve efficiency and productivity in manufacturing operations. Contribute insights that help refine and validate AI solutions for real-world use. Location This role is open to candidates based in the United States.
Part-time|$69/hr - $69/hr|Remote|Remote — Virginia, United States
Please submit your CV in English and indicate your level of English proficiency. About Mindrift Mindrift connects skilled professionals with project-based AI work for major technology companies. The focus is on testing, evaluating, and improving AI systems. This is a project-based, non-permanent role. Role Overview As a Freelance Electrical Engineer & Python Specialist, contributors work on projects that present fresh technical challenges. Assignments may include: Designing computational engineering problems that reflect real-world engineering workflows Developing problems that require Python programming for calculations and simulations Ensuring problems are computationally intensive and involve numerical methods or iterative solutions Creating scenarios related to system design, optimization, and analysis Basing problems on actual research challenges or practical engineering tasks Verifying solutions in Python using standard engineering libraries Documenting problem statements clearly, including correct, verified answers Desired Qualifications Degree in Electrical Engineering or a closely related field Proficient in Python for numerical validation; experience with MATLAB, R, C, SQL, Numpy, Pandas, SciPy, or domain-specific libraries is a plus Minimum 2 years of professional experience in applied, research, or educational settings Understanding of practical engineering constraints and approximations Strong English writing skills (C1+ level) Relevant certifications (such as CMME, SAS Certifications, CAP) and experience with international or applied projects are advantageous How to Participate The process includes applying, passing qualifications, joining a project, completing assigned tasks, and receiving compensation. Project Commitment During active project phases, tasks are estimated to require about 10–20 hours per week. Actual workload depends on project needs and is not guaranteed outside active periods. Compensation Contributors may earn up to $69 per hour, depending on expertise and pace. Compensation varies by project, based on scope, complexity, and required skills. Other projects on the platform may offer different rates depending on their specific requirements. Location: Remote , Virginia, United States
Contract|$30/hr - $50/hr|Remote|United States of America
Are you passionate about tackling Kaggle-style challenges, refining models, and testing innovative ideas to enhance performance? Imagine being compensated for your expertise, where your solutions play a crucial role in fortifying the world’s leading AI systems.Large-scale language models are transitioning into powerful catalysts for discovery, education, and engineering. To achieve this evolution, they require enhanced reasoning capabilities and superior datasets. As a Machine Learning Specialist, you will engage in practical ML challenges that resemble research competitions, but with tangible impacts on the future of AI.
Contract|$8/hr - $65/hr|Remote|United States of America
Are you an expert in epidemiology with a passion for advancing artificial intelligence? As large-scale language models transition from basic chatbots to influential tools for scientific exploration, your specialized knowledge can help shape the future of AI. By providing high-quality training data, you will play a crucial role in democratizing access to premier education, enhancing public health insights, and fostering evidence-based decision-making worldwide.We are seeking epidemiology specialists who are well-versed in study design, disease surveillance, outbreak investigation, biostatistics, risk factor analysis, transmission dynamics, public health interventions, and evidence synthesis. You will engage with advanced language models on critical topics such as cohort and case-control studies, incidence and prevalence, R₀ and herd immunity, confounding and bias, causal inference, diagnostic test performance, and global health surveillance systems—documenting any shortcomings in model reasoning to refine our systems.Your daily responsibilities will include discussing real-world epidemiological challenges and theoretical scenarios with the model, ensuring factual accuracy and logical coherence, capturing reproducible error paths, and proposing enhancements to our prompt engineering and evaluation metrics.A PhD in epidemiology, public health, biostatistics, or a closely related field is highly desirable. Experience with peer-reviewed publications, applied research in population health, or work within public health agencies or field epidemiology will indicate a strong fit. Effective communication skills, including the ability to articulate your thought process, are essential.If you're ready to leverage your epidemiology expertise to inform the next generation of AI, we encourage you to apply today and start shaping the model that will educate the world.
Contract|$8/hr - $65/hr|Remote|United States of America
Are you a passionate biology expert ready to influence the future of artificial intelligence? As large-scale language models transition from mere chatbots to robust tools for scientific advancement, your contributions are crucial. By providing high-quality training data, you will enable tomorrow's AI to make world-class education accessible, stay aligned with the latest research, and enhance laboratory processes for scientists globally. This transformative journey starts with your expertise! We are in search of biology specialists who excel in various fields such as cell biology, molecular biology, genetics, physiology, ecology, evolutionary biology, immunology, neurobiology, developmental biology, and biochemistry. You will engage with advanced language models on intricate topics including signal transduction, gene expression, protein folding, microscopy techniques, cloning methods, CRISPR and genome editing, laboratory protocols, and biosafety measures, meticulously documenting any discrepancies to refine model reasoning. On a daily basis, you will interact with the model regarding lab scenarios and theoretical biology inquiries, assess factual accuracy and logical coherence, document reproducible error patterns, and recommend enhancements to our prompt engineering and evaluation criteria. A PhD in biology or a closely related life sciences field is preferred; experience with peer-reviewed publications, wet-lab or field research, or hands-on laboratory diagnostics projects will demonstrate your suitability. The ability to communicate clearly and metacognitively—by “showing your work”—is essential. Are you prepared to leverage your biology expertise to create the knowledge base for the AI of the future? Apply now and become an integral part of the model that will educate the world!
Contract|$8/hr - $65/hr|Remote|United States of America
Are you a Photoshop aficionado excited to influence the future of artificial intelligence? As large-scale language models transition from simple chatbots to formidable creators, your expertise can provide the high-quality training data needed to equip tomorrow's AI. This data will enable artists, optimize workflows, and elevate design automation to unprecedented heights. We are in search of Photoshop specialists who are passionate about photo editing, compositing, manipulation, retouching, color correction, grading, layer masking, smart objects, adjustment layers, blend modes, filters, typography, and digital illustration. You’ll be engaging with advanced language models on topics such as non-destructive editing, realistic mockups, advanced selections, automation, image resolution enhancement, and creative effects, meticulously documenting each error to enhance model reasoning. On any given day, you will interact with the model on real-world design challenges and technical Photoshop inquiries, verifying factual accuracy and workflow logic, capturing reproducible error traces, and proposing enhancements to our prompt engineering and evaluation metrics. A Bachelor's or Master's degree in graphic design, visual arts, digital media, or a closely related field is preferred; a robust portfolio and professional experience with Photoshop, along with proficiency in Adobe Creative Suite tools, are essential. Coursework from platforms such as School of Motion, KelbyOne, Domestika, or Udemy in Photoshop or similar areas is advantageous. Clear, analytical communication—demonstrating your thought process—is crucial. Are you ready to transform your Photoshop proficiency into the foundation for the next generation of AI? Apply now and start shaping the model that will educate the world.
Contract|$6/hr - $65/hr|Remote|United States of America
Are you passionate about databases and network systems? Do you want to play a pivotal role in the advancement of artificial intelligence? Join us as we transform large-scale language models from simple chatbots into sophisticated engines of technical insight. Your expertise in providing high-quality training data will empower AI to democratize IT knowledge, enhance system designs, and optimize infrastructure tasks for engineers globally. We are seeking specialists who excel in network architecture, database performance tuning, data security, distributed systems, high-availability frameworks, and systems integration. You will engage with advanced language models on intricate topics including relational database structures, NoSQL methodologies, TCP/IP setups, VPN configurations, cloud networking, firewall policies, data synchronization, load balancing techniques, and infrastructure-as-code strategies—documenting every potential failure to strengthen model reasoning. In your daily responsibilities, you will interact with the model on real-world networking challenges and system architecture inquiries, ensure technical accuracy and operational integrity, capture reproducible error traces, and propose enhancements to our prompt engineering and evaluation criteria. A Bachelor’s or Master’s degree in Computer Science, Information Technology, or a related discipline is preferred. Relevant certifications such as CCNA, CCNP, CompTIA Network+, or AWS Certified Solutions Architect, along with experience in production-level systems administration, will be advantageous. Effective metacognitive communication—demonstrating your thought process—is crucial. Are you ready to leverage your database and networking expertise to create a foundational knowledge base for the next generation of AI? Apply now and help train the model that will educate the world.
Contract|$8/hr - $65/hr|Remote|United States of America
Are you a seasoned Homography Specialist passionate about influencing the future of AI? As large-scale language models and computer vision technologies rapidly evolve, they transcend basic perception to embrace advanced mathematical modeling, spatial reasoning, and complex problem-solving. By providing high-quality training data, you will empower AI to deliver precise, dependable, and innovative solutions across various sectors, including robotics, augmented reality, 3D reconstruction, and visual mapping.We seek a dedicated Homography Specialist with a keen eye for mathematical accuracy, domain expertise, and practical problem-solving capabilities to enhance our training data. You will engage with state-of-the-art AI tools, evaluate and optimize outputs, and provide insightful feedback on homography transformations, projective geometry, multi-view consistency, and real-world applications in vision and graphics.Your daily responsibilities will include reviewing and annotating AI-generated content, assessing responses for accuracy and clarity, identifying reproducible error patterns, and collaborating with our team to refine prompts, evaluation techniques, and domain-specific guidelines. Tasks may involve selecting and labeling static points across images, executing manual and synthetic homographies, validating transformation accuracy, and documenting error behaviors for model enhancement.A foundational understanding of homography and projective geometry is crucial, supported by coursework, research, or hands-on experience in computer vision, robotics, graphics, or related fields. A degree in mathematics, computer science, or engineering is preferred. Exceptional analytical skills, effective communication, and meticulous attention to detail are vital for success in this role.Are you ready to leverage your homography expertise to develop the AI tools of tomorrow? Apply today and contribute to training the model that will support learners, researchers, and professionals globally.
Part-time|$76/hr - $76/hr|Remote|Remote — Virginia, United States
Please submit your CV in English and include your English proficiency level. Mindrift offers project-based contract roles for professionals interested in AI development and research. This Freelance Research Physicist & AI Trainer position is remote and based in Virginia, United States. The work centers on supporting AI projects for technology companies by testing, evaluating, and improving AI systems. This is not a permanent role; assignments are structured as individual projects. Role overview This contract focuses on creating challenging physics problems for AI training and evaluation. Tasks may include: Developing original optics problems that reflect real-world research workflows Designing computationally intensive problems that require days or weeks to solve Building complex reasoning challenges in mechanics, electromagnetism, thermodynamics, and quantum mechanics Basing problems on authentic research scenarios or practical physics applications Documenting each problem clearly and providing verified solutions Requirements Degree in Physics (theoretical, experimental, or computational) or a related discipline Minimum of 2 years of professional experience in applied research or teaching Experience with numerical simulation techniques Ability to design problems that mirror actual research workflows Creative approach to building problems across physics fields Understanding of physics modeling and approximation methods Strong written English skills (C1 level or above) Application process Apply Complete qualifications Join a project Work on assigned tasks Receive payment Time commitment During active projects, expect to spend about 10–20 hours per week. Workload may fluctuate based on project requirements. Compensation Rates can reach up to $76 per hour, depending on experience, pace, and the complexity of the project. Actual rates vary by assignment.
Contract|$73/hr - $73/hr|Remote|Remote — Iowa, United States
Please submit your CV in English and include your English proficiency level. About the Role toloka-ai, in partnership with Mindrift, connects subject matter experts to project-based AI roles for top technology companies. This is a remote, project-based position, not a permanent job. What You Will Do Create original computational statistics problems that reflect real mathematical research processes. Design problems that require Python programming solutions, often using libraries like Numpy, SciPy, or Sympy. Ensure problems are computationally intensive and cannot be solved manually in a reasonable timeframe. Develop problems involving advanced reasoning in areas such as number theory, combinatorics, graph theory, and numerical analysis. Base problems on genuine research challenges or practical scenarios from mathematical disciplines. Verify solutions using Python and standard mathematical libraries. Document problem statements clearly and provide fully verified answers. Who Should Apply Holds a degree in Statistics or a related field. Experienced in Python for numerical validation; experience with MATLAB, R, C, SQL, Numpy, Pandas, or SciPy is also relevant. Has at least 2 years of professional experience in applied, research, or teaching roles. Demonstrates excellent written English skills (C1 level or higher). Professional certifications (such as CMME, SAS Certifications, CAP) or international/applied project experience are a plus. How Projects Work Apply Pass qualifications Join a project Complete assigned tasks Receive payment Time Commitment Project tasks typically require about 10–20 hours per week during active phases. Actual workload depends on project needs and may vary. Compensation Earnings can reach up to $73 per hour, depending on contribution level and pace. Rates vary by project based on scope, complexity, and required expertise. Different projects on the platform may offer different earning rates according to their needs. Location Remote , Iowa, United States
Contract|$50/hr - $75/hr|Remote|United States of America
Are you an experienced attorney passionate about shaping the future of artificial intelligence? As large-scale language models transition from simple chatbots to sophisticated tools for academic and professional pursuits, your expertise can play a pivotal role. High-quality training data, initiated by skilled legal professionals like you, is essential for democratizing access to top-tier legal education, enhancing real-world legal reasoning, and facilitating advanced research across various jurisdictions. We are seeking attorneys with significant litigation experience to engage with advanced AI models. Your role will involve creating realistic legal scenarios, assessing the AI's reasoning, and pinpointing areas for enhancement. You'll tackle issues related to trial advocacy, motion practice, appellate strategy, evidence handling, procedural analysis, and judicial decision-making, thoroughly documenting performance gaps to bolster the model's reasoning capabilities. On any given day, you will participate in detailed legal discussions with the AI, evaluate its responses for factual accuracy and logical soundness, identify consistent failure points, and collaborate with our team to refine prompts and enhance evaluation metrics. A Juris Doctor (JD) degree and an active law license are mandatory. We expect candidates to possess extensive litigation experience, whether in trials, appellate cases, or complex dispute resolution. Ideal applicants may also have a background in legal publications, prior clerkships, teaching roles, or specialized subject matter expertise. The ability to convey legal reasoning clearly and effectively is crucial. Ready to use your litigation knowledge to help develop the AI tools of the future? Apply today and contribute to training the model that will empower legal professionals and learners worldwide. We offer a competitive pay rate ranging from $50 to $75 per hour, determined based on your experience, expertise, and geographic location. Note that as a contractor, you will need to provide a secure computer and high-speed internet; company-sponsored benefits such as health insurance and PTO are not included.
Part-time|$73/hr - $73/hr|Remote|Remote — United States
We invite you to submit your CV in English, along with your English proficiency level.Mindrift specializes in connecting talented professionals with project-based opportunities in artificial intelligence for top tech companies, focusing on the testing, evaluation, and enhancement of AI systems. Please note that participation is on a project basis, not a permanent employment arrangement.Role OverviewEach project presents unique challenges, and contributors may be tasked with the following:Crafting comprehensive statistical problems that mirror industry practices;Assessing AI solutions for accuracy, underlying assumptions, and limitations;Verifying computations or simulations utilizing Python libraries such as NumPy, Pandas, SciPy, Statsmodels, and Scikit-learn;Enhancing AI reasoning to meet industry-standard logical frameworks;Implementing structured scoring criteria for complex, multi-step problems.Ideal Candidate ProfileThis opportunity suits statisticians with Python experience who are open to part-time, non-permanent engagements. Preferred qualifications include:A degree in Statistics or a related discipline, such as Probability Theory, Mathematical Statistics, or Applied Statistics;A minimum of 3 years of professional experience in mathematics;Exceptional written English skills (C1/C2 level);Advanced Python skills for numerical validation;A reliable internet connection.Professional certifications (e.g., PStat, CAP, SAS Certifications) and experience with international or applied projects are advantageous.Application ProcessTo apply, please submit your application, pass any required qualifications, join a project, complete assigned tasks, and receive compensation.Expected CommitmentDuring active project phases, tasks are anticipated to require approximately 10–20 hours per week, based on project demands. This is an estimate and does not guarantee a specific workload.CompensationCompensation for contributions, with rates up to $73/hour*;Fixed project rates or individual rates, determined by project specifics;Some projects may include incentive payments.*Note: Rates may vary based on expertise, skills assessment, location, project requirements, and other factors. Highly specialized experts may receive higher rates. Lower rates may apply during onboarding or non-core project phases. Payment specifics will be provided for each project.
Contract|$8/hr - $65/hr|Remote|United States of America
Are you a passionate accounting professional looking to make an impact in the world of artificial intelligence? Join us as we transform large-scale language models from simple chatbots into robust tools for financial expertise. Your knowledge will help create high-quality training data that empowers AI to provide exceptional education, comply with industry regulations, and optimize workflows across various sectors. We are seeking experienced accounting specialists who have a deep understanding of financial reporting, auditing, tax compliance, cost accounting, management accounting, and financial analysis. In this role, you will critically assess advanced language models on topics including GAAP and IFRS standards, ledger reconciliation, internal controls, cash flow forecasting, tax code interpretation, and budgeting strategies. Documenting every obstacle will be crucial to enhancing the reasoning capabilities of our models. On a day-to-day basis, you will engage with the AI on real-world accounting scenarios and theoretical financial inquiries, ensuring the accuracy and logical integrity of its responses. You will capture reproducible error traces and provide insights for refining our prompt engineering and evaluation metrics. A Bachelor’s or Master’s degree in accounting, finance, or a related field is highly preferred. CPA licensure, along with experience in financial audits, tax preparation, or familiarity with ERP systems like SAP or Oracle, will enhance your candidacy. Exceptional metacognitive communication skills—showing your work and thought processes—are essential for this position. If you are ready to leverage your accounting expertise to contribute to the future of AI, we encourage you to apply today and help us train the models that will educate the world.
Contract|$76/hr - $76/hr|Remote|Remote — Virginia, United States
Please submit your CV in English and specify your English proficiency level. This freelance, project-based role with toloka-ai (via Mindrift) centers on testing, evaluating, and improving AI systems for technology clients. The work is remote and based in Virginia, United States. This position does not offer permanent employment. Role overview Material Scientists in this role design and document engineering problems that mirror real-world workflows. The focus is on creating computational challenges that require Python for calculations and simulations. Problems should involve numerical methods, iterative solutions, and reflect real research questions or practical engineering scenarios. Each task must be validated using Python and established engineering libraries, with clear documentation and verified solutions. Key responsibilities Develop original materials engineering problems based on real applications Create complex challenges requiring Python programming Ensure tasks are computationally intensive and use numerical or iterative methods Design scenarios involving system design, optimization, and analysis Validate solutions with Python and relevant libraries Document problem statements and provide verified solutions Requirements Degree in Material Science or a related discipline Strong Python skills for numerical validation; experience with MATLAB, R, C, SQL, Numpy, Pandas, SciPy, Stata, or similar languages is a plus Minimum of 2 years’ relevant experience (applied, research, or teaching) Understanding of practical engineering constraints and approximations Excellent written English (C1 level or above) Process Apply Pass qualification(s) Join a project Complete tasks Receive compensation Time commitment Projects generally require 10–20 hours per week during active periods. Actual workload may change depending on project needs. Compensation Contributors can earn up to $76 per hour, depending on experience, pace, and project scope. Rates may vary according to complexity and required expertise.
Role Overview Agency is looking for a Retail Trade Specialist to contribute to a Freelance AI Trainer Project. This contract role centers on applying retail trade knowledge to help train and refine AI systems for retail applications. What You Will Do Use retail trade experience to inform and improve AI training processes Work with teams focused on advancing AI capabilities for retail settings Contribute insights that shape how AI understands and supports retail operations Position Details Freelance, project-based contract Remote work within the United States Flexible hours This role offers a chance to influence retail technology while working independently and on your own schedule.
Apr 16, 2026
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