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Experience Level
Senior
Qualifications
Key Responsibilities:Define the software architecture for Agentic AI pipelines. Create robust and extensible code foundations for code translation products, ensuring thorough testing. Work closely with domain experts to integrate formal verification and static analysis techniques into the code generation pipeline. Collaborate with software engineering and research teams to establish reliable code repositories and continuous integration processes. Must-Have Qualifications:Over seven years of experience in collaborative, enterprise-level software development using C++, delivering products to a broad customer base. Proven ability to gather requirements from stakeholders and translate them into effective software designs. Experience in planning and executing large-scale projects within a team environment. A strong track record of building and delivering high-quality software while adhering to best practices throughout the software development lifecycle, including code reviews, testing, continuous integration, release management, and build systems. Preferred Qualifications:Experience in compiler development, specifically with Clang and LLVM. Familiarity with advanced software verification techniques such as fuzzing and formal verification. Proficiency in Python. Experience with machine learning tools and frameworks. Background in working with embedded, heterogeneous (FPGA and/or GPU), and/or distributed systems.
About the job
Join our dynamic team as a Principal Software Engineer specializing in Program Analysis for AI! We are on the lookout for a highly skilled software engineer to spearhead the development of next-generation transpilation tools that leverage AI and advanced verification techniques. Your work will play a crucial role in bridging the gap between algorithm development and the deployment of these algorithms in embedded systems.
In this pivotal position, you will lead the design and implementation of innovative code generation pipelines that integrate Generative AI, Static Analysis, and Formal Verification methods to facilitate the translation of code from one programming language to another.
About code-metal
At code-metal, we are committed to pioneering the future of software engineering through innovation and cutting-edge technology. Our team thrives on collaboration and creativity, driving the development of tools that empower developers to transform their ideas into reality. With a focus on excellence and a passion for problem-solving, we are shaping the landscape of AI and embedded systems.
Contract|$8/hr - $65/hr|Remote|United States of America
Are you a coding aficionado with a strong command of C#? Join us in revolutionizing the landscape of Artificial Intelligence! Large-scale language models are transitioning from simple chatbots to groundbreaking platforms for scientific exploration. By providing high-quality training data, we can enable future AI systems to deliver world-class education, keep…
Contract|$8/hr - $65/hr|Remote|United States of America
Are you an accomplished C++ coding expert ready to influence the future of artificial intelligence? As large-scale language models advance from sophisticated chatbots to vital instruments of scientific innovation, your role becomes crucial. With quality training data, the AI of tomorrow can provide elite educational opportunities, keep up with the latest research, and enhance software development processes for engineers globally. Your expertise is essential in nurturing the next wave of AI.We are seeking C++ coding specialists who are passionate about algorithms, data structures, software architecture, frontend and backend development, cloud infrastructure, and systems programming, and who can operate fluently in C++. You will engage with advanced language models on topics such as asynchronous programming, RESTful API integration, memory management, object-oriented design, secure coding practices, and debugging distributed systems, meticulously documenting each failure mode to strengthen the model's reasoning capabilities.On any given day, your responsibilities will involve interacting with the model on software engineering tasks and technical scenarios utilizing C++, verifying logical accuracy and coding fluency, assessing code quality and clarity, capturing reproducible error traces, and offering enhancements to our prompt engineering and evaluation metrics.A Bachelor's, Master's, or PhD in computer science, software engineering, or a closely related field is preferred; practical C++ experience, technical writing, or contributions to open-source projects will be seen as advantageous. Clear and reflective communication—demonstrating your thought process—is a key requirement.Are you ready to transform your C++ coding expertise into foundational knowledge for tomorrow’s AI? Apply now and start shaping the model that will educate the world.
Contract|$6/hr - $65/hr|Remote|United States of America
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Contract|$8/hr - $65/hr|Remote|United States of America
Are you a coding aficionado looking to influence the evolution of AI? As large-scale language models transition from basic chatbots to robust tools for software development, automation, and technical education, your role becomes pivotal. By providing high-quality training data, we can empower AI to democratize programming knowledge, adapt to emerging technologies, and enhance workflows for developers globally. Your expertise is the key to unlocking the next generation of AI. We seek coding specialists who are passionate about computer science, software engineering, data structures, algorithms, databases, systems programming, and web development. You will engage with advanced language models on subjects such as object-oriented programming, version control with Git, RESTful API design, debugging techniques, data pipeline construction, and secure coding practices—carefully documenting all failure modes to strengthen model reasoning. On a typical day, you will interact with the model on practical coding scenarios and theoretical computer science questions, assess factual accuracy and logical coherence, capture reproducible error traces, and propose enhancements to our prompt engineering and evaluation metrics. A bachelor's, master's, or PhD in computer science or a related technical field is preferred; professional software development experience, contributions to open-source projects, technical blog writing, or achievements in programming competitions would be advantageous. Effective metacognitive communication—demonstrating your thought process—is essential. Ready to transform your coding skills into the foundational knowledge for tomorrow's AI? Apply now and help train the model that will educate the world.
Part-time|$76/hr - $76/hr|Remote|Remote — United States
To apply, please submit your CV in English and indicate your English proficiency level. About the Role toloka-ai, in partnership with Mindrift, connects skilled professionals to project-based AI work for leading technology companies. This position supports the testing, evaluation, and improvement of AI systems. Please note: this is a project-based, freelance role and not a permanent position. What You Will Do Create original optics problems modeled on real-world physics research workflows Design computationally challenging problems that require more than manual calculation (days or weeks of work) Develop problems involving complex reasoning in mechanics, electromagnetism, thermodynamics, and quantum mechanics Base problems on actual research challenges or practical applications in optics and physics Document problem statements clearly and provide verified solutions Who We're Looking For Degree in Physics (theoretical, experimental, or computational) or a closely related field At least 2 years of professional experience in applied physics, research, or teaching Experience with numerical simulation methods Ability to design problems that mirror real physics research Creative problem-solving skills across multiple physics areas Understanding of physics modeling and approximation techniques Written English proficiency at C1 level or above How Projects Work Apply Meet qualifications Join a project Complete assigned tasks Receive payment Time Commitment Active project phases typically require about 10–20 hours per week. Actual workload depends on project needs and may vary. Compensation Earnings can reach up to $76 per hour, depending on expertise and task completion rate. Pay may differ between projects based on their scope, complexity, and required skills.
Contract|$8/hr - $65/hr|Remote|United States of America
Are you a coding aficionado with fluency in German, ready to influence the evolution of AI technology? As large-scale language models transition from simple chatbots to powerful tools for scientific innovation, your role will be pivotal in providing the high-quality training data essential for shaping the future of AI. This training data is the backbone of tomorrow’s AI, which aims to democratize top-tier education, align with groundbreaking research, and enhance software development for engineers globally. We are seeking passionate coding specialists who excel in algorithms, data structures, software architecture, frontend and backend development, cloud infrastructure, and systems programming—all while confidently communicating in German. Your expertise will be challenged as you engage with advanced language models on critical topics such as asynchronous programming, RESTful API integration, memory management, object-oriented design, secure coding practices, and debugging distributed systems. You will document every error encountered to reinforce model reasoning and enhance performance. In your daily activities, you will interact with the language model on various software engineering tasks and technical scenarios in German, ensuring logical accuracy and coding fluency. You will evaluate the naturalness and correctness of the German language usage, record reproducible error traces, and recommend improvements to prompt engineering and evaluation metrics. An ideal candidate would possess a bachelor’s, master’s, or PhD in computer science, software engineering, or a closely related technical discipline. Real-world coding experience, technical writing proficiency in German, or contributions to open-source projects will be considered advantageous. The ability to communicate clearly and metacognitively—by “showing your work”—is crucial. Are you ready to leverage your coding and German language skills to contribute to the knowledge base for the next generation of AI? Apply now to start teaching the model that will educate the world!
Contract|$8/hr - $65/hr|Remote|United States of America
Are you a coding aficionado with a deep understanding of JavaScript, ready to influence the trajectory of artificial intelligence? As large-scale language models transition from simple chatbots to advanced tools for scientific exploration, your role is crucial. By providing high-quality training data, you can help democratize access to world-class education, keep up with cutting-edge research, and enhance software development processes for engineers globally. Your expertise will be integral in powering the next generation of AI. We seek JavaScript experts who excel in algorithms, data structures, software architecture, both frontend and backend development, cloud infrastructure, and systems programming—all while expressing fluency in JavaScript. You'll engage with advanced language models on intricate topics such as asynchronous programming, RESTful API integration, memory management, object-oriented design, secure coding practices, and debugging distributed systems. Your documentation of all failure modes will be essential in fortifying model reasoning. On a typical day, expect to engage with the model on software engineering tasks and technical scenarios, verifying coding fluency and logical accuracy, evaluating code quality and clarity, capturing reproducible error traces, and proposing enhancements to our prompt engineering and evaluation metrics. A Bachelor's, Master's, or PhD in computer science, software engineering, or a closely related technical field is preferred; practical JavaScript experience, technical writing skills, or contributions to open-source projects will demonstrate your suitability. Clear and metacognitive communication—showing your work—is vital. Are you ready to transform your JavaScript expertise into foundational knowledge for tomorrow's AI? Apply now to begin teaching the model that will educate the world.
Contract|$8/hr - $65/hr|Remote|United States of America
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Contract|$8/hr - $65/hr|Remote|United States of America
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Contract|$8/hr - $65/hr|Remote|United States of America
Are you an expert in Bash coding eager to influence the future of artificial intelligence? As large-scale language models transition from simple chatbots to formidable tools for scientific advancement, your role becomes crucial in providing high-quality training data. This data will not only democratize education but also keep pace with innovative research and enhance software development across industries.We are seeking passionate Bash coding specialists who excel in algorithms, data structures, software architecture, both frontend and backend development, cloud infrastructure, and systems programming. Your expertise will be pivotal in challenging advanced language models on various topics including asynchronous programming, RESTful API integration, memory management, object-oriented design, secure coding practices, and debugging complex distributed systems. Your documentation of failure modes will greatly contribute to strengthening model reasoning.On a typical day, you will engage with the model on software engineering tasks and technical challenges using Bash. You will verify logical accuracy, coding fluency, assess code quality, capture reproducible error traces, and provide recommendations to refine our prompt engineering and evaluation metrics.A bachelor’s, master’s, or PhD in computer science, software engineering, or a closely related technical field is preferred. Real-world Bash experience, coupled with skills in technical writing or contributions to open-source projects, are strong indicators of a good fit. Exceptional metacognitive communication—“showing your work”—is essential in this role.Are you ready to leverage your Bash coding skills to build the knowledge foundation for tomorrow’s AI? Apply now to start teaching the model that will enlighten the world.
Part-time|$73/hr - $73/hr|Remote|Remote — Wisconsin, United States
We invite you to submit your CV in English, including your English proficiency level.Mindrift specializes in connecting talented professionals with project-based AI opportunities from leading technology firms, focusing on the testing, evaluation, and enhancement of AI systems. This role is project-based and does not entail permanent employment.Position OverviewEach project will present unique challenges, and contributors may:Develop original computational statistics problems that reflect authentic mathematical research workflows;Craft problems necessitating Python programming to solve (utilizing libraries like Numpy, SciPy, Sympy);Ensure that problems are computationally intensive, requiring significant timeframes (days/weeks) to solve manually;Create problems that involve complex reasoning chains in fields such as number theory, combinatorics, graph theory, and numerical analysis;Base problems on genuine research challenges or practical applications from the mathematical domain;Validate solutions using Python with established mathematical libraries;Clearly document problem statements and provide verified correct answers.QualificationsThis opportunity is well-suited for statistics experts with Python experience who are open to part-time, non-permanent projects. Preferred qualifications include:A degree in Statistics or a related field;Proficiency in Python for numerical validation; expertise in MATLAB, R, C, SQL, Numpy, Pandas, SciPy, or similar programming languages is also acceptable;A minimum of 2 years of relevant professional experience, including applied, research, or teaching experience;Strong written English skills (C1+ level);Professional certifications (e.g., CMME, SAS Certifications, CAP) and experience with international or applied projects are advantageous.Process OverviewTo participate, follow these steps: Apply → Pass qualifications → Join a project → Complete tasks → Receive payment.Project CommitmentFor this project, contributors should expect to commit approximately 10–20 hours per week during active phases, based on project needs. Note that this is an estimate and not a guaranteed workload while the project is ongoing.CompensationContributors can earn up to $73 per hour, depending on their expertise and contribution pace. Compensation may vary across projects based on their scope, complexity, and required skill set. It is important to note that other projects on this platform may offer differing earning levels.
Contract|$8/hr - $65/hr|Remote|United States of America
Are you a skilled Python programmer passionate about influencing the future of AI? As large-scale language models transition from simple chatbots to significant tools for scientific exploration, we need your expertise to help create high-quality training data that can revolutionize education, advance research, and enhance software development across various industries.We are searching for Python coding specialists who excel in algorithms, data structures, software architecture, both frontend and backend development, cloud infrastructure, and systems programming. If you can fluently tackle these challenges using Python, we want to hear from you! Your responsibilities will include engaging with advanced language models on topics such as asynchronous programming, RESTful API integration, memory management, object-oriented design, secure coding practices, and debugging distributed systems. You will document failures and suggest improvements to strengthen model reasoning.On a typical day, you will interact with the model on software engineering tasks and technical scenarios using Python. You will evaluate logical accuracy, coding fluency, code quality, and clarity; capture reproducible error traces; and propose enhancements to our prompt engineering and evaluation metrics.A Bachelor's, Master's, or PhD in Computer Science, Software Engineering, or a related technical field is preferred. Practical experience with Python, technical writing skills, or contributions to open-source projects will be considered favorable. Effective communication, including the ability to demonstrate your reasoning and thought processes, is essential.Are you ready to leverage your Python expertise to build the knowledge base for tomorrow's AI? Apply today and start teaching the model that will teach the world.
Role Overview Agency seeks a Freelance Government Specialist for an AI Training Project. This contract role centers on applying government process expertise to help improve AI tools that support public service work. What You Will Do Work closely with a cross-functional team to guide AI training efforts related to government operations. Share insights from your experience in government processes to help shape effective and relevant AI solutions. Contribute ideas and feedback that strengthen the project’s impact on public sector efficiency. Location This freelance position is open to candidates based in the United States of America.
Full-time|On-site|Boston, Massachusetts, United States
Join our dynamic team as a Principal Software Engineer specializing in Program Analysis for AI! We are on the lookout for a highly skilled software engineer to spearhead the development of next-generation transpilation tools that leverage AI and advanced verification techniques. Your work will play a crucial role in bridging the gap between algorithm development and the deployment of these algorithms in embedded systems.In this pivotal position, you will lead the design and implementation of innovative code generation pipelines that integrate Generative AI, Static Analysis, and Formal Verification methods to facilitate the translation of code from one programming language to another.
Part-time|$76/hr - $76/hr|Remote|Remote — Wisconsin, United States
Mindrift offers project-based roles for professionals interested in advancing AI systems within the field of chemistry. This freelance opportunity is remote and open to candidates based in Wisconsin, United States. The position is not permanent and is suitable for those seeking flexible, part-time project work. Role overview Contributors will design and document original computational chemistry problems that reflect real-world research workflows. Tasks include: Creating problems that require Python programming to solve, using libraries such as numpy, scipy, and specialized chemical libraries Ensuring problems are computationally intensive and not solvable manually within a short timeframe Developing scenarios that demand advanced reasoning in physical chemistry, quantum chemistry, and molecular modeling Basing problems on authentic research challenges or practical applications in chemistry Verifying solutions in Python using standard computational chemistry methods Clearly documenting each problem statement and providing accurate, verified answers Requirements Degree in Chemistry or a related discipline Proficiency in Python for numerical validation (skills in MATLAB, R, C, SQL, Numpy, Pandas, SciPy, or similar languages are also considered) At least 2 years of experience in applied research or teaching Background in numerical methods for chemistry Familiarity with computational chemistry concepts and methodologies Strong written English skills (C1 level or higher) Project structure The process includes applying, passing qualifications, joining a project, completing assigned tasks, and receiving compensation. Project commitment is estimated at 10–20 hours per week during active periods, though actual workload may vary depending on project needs. Compensation Contributors may earn up to $76 per hour, based on expertise and pace. Compensation varies by project, reflecting the scope, complexity, and required skills. Other projects may have different pay rates depending on their specific requirements. Please submit your CV in English and indicate your English proficiency level.
Part-time|$76/hr - $76/hr|Remote|Remote — Wisconsin, United States
Mindrift connects mathematics and Python specialists with project-based AI consulting work for leading technology companies. Assignments focus on evaluating, testing, and improving AI systems. All roles are freelance and do not offer permanent employment. Role overview Projects vary in scope and challenge. As a Mathematics & Python Specialist, tasks may include: Designing original computational mathematics problems that mirror real research workflows Creating problems that require Python programming for their solution, using libraries such as Numpy, SciPy, or Sympy Developing computationally intensive problems that are impractical to solve by hand Building problems involving advanced reasoning in number theory, combinatorics, graph theory, or numerical analysis Basing problems on actual research challenges or practical mathematical scenarios Validating solutions with Python and standard mathematical libraries Documenting problem statements and supplying accurate solutions Requirements Degree in Mathematics (Pure or Applied) or a related field Proficiency in Python for numerical validation; experience with MATLAB, R, C, SQL, Numpy, Pandas, or SciPy is also considered At least 2 years of professional experience in applied mathematics, research, or teaching Familiarity with numerical methods and symbolic computation Ability to design problems that reflect authentic mathematical research processes Knowledge of computational complexity theory Strong written English skills at C1 level or higher Project engagement Workload during active projects is typically estimated at 10–20 hours per week, depending on project needs. Actual hours may vary. Compensation Contributors may earn up to $76 per hour, with rates depending on expertise and the pace of contributions. Compensation structures differ by project complexity and requirements. Application process To apply, submit a CV in English and specify your English proficiency level. The process includes qualification steps, joining a project, completing assigned tasks, and receiving payment upon completion.
Contract|$8/hr - $65/hr|Remote|United States of America
Are you a marketing and sales professional passionate about influencing the future of artificial intelligence? As large-scale language models transition from sophisticated chatbots to powerful business insight and customer engagement tools, we believe that high-quality training data is essential. Your expertise will help shape tomorrow's AI, enhancing world-class marketing strategies, adapting to emerging market trends, and refining sales processes for professionals across various sectors. We are seeking marketing and sales specialists who excel in areas such as market research, brand strategy, customer segmentation, digital marketing, sales funnel optimization, lead generation, CRM management, competitive analysis, content marketing, and sales forecasting. You will engage with advanced language models on critical topics like campaign planning, buyer behavior analysis, product positioning, social media strategies, sales enablement, and pipeline management—documenting all challenges encountered to strengthen model reasoning. Your day-to-day responsibilities will include interacting with the model on marketing scenarios and sales strategy inquiries, verifying factual accuracy and logical coherence, tracking reproducible error traces, and recommending enhancements to our prompt engineering and evaluation metrics. A Bachelor’s or Master’s degree in marketing, business, communications, or a related field is preferred. A proven track record in executing marketing campaigns, achieving sales targets, or managing CRM projects will indicate your fit for this role. Effective communication, showcasing your thought process, is crucial. Are you ready to leverage your marketing and sales expertise to contribute to the knowledge base of tomorrow's AI? Apply today and help educate the model that will, in turn, educate the world. We offer a competitive pay range of $8 to $65 per hour, with the specific rate determined based on your experience, expertise, and geographical location. Please 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 do not apply.
Contract|$22/hr - $22/hr|Remote|United States of America
Join our innovative agency as a Freelance Animation Specialist! We are on the lookout for talented 3D modeling experts who are proficient in both hard surface and organic modeling. Your primary role will involve converting 2D reference materials into precise, production-ready digital assets, replicating real-world objects, environments, and living forms with exceptional volumetric accuracy.Core ResponsibilitiesTransform 2D reference images into detailed 3D models with high accuracy in geometry, proportions, and topology.Gather additional references to clarify occlusions, blurry details, or incomplete imagery.Create high-quality models across various asset categories:Hard surface: vehicles, props, machinery.Organic: realistic digital doubles of humans, animals, plants, and natural forms.Environment & architecture: buildings, landscapes, set pieces, and world assets.Refine models based on constructive feedback, ensuring alignment with project quality standards and artistic vision.
Contract|$8/hr - $65/hr|Remote|United States of America
Are you passionate about training and development with a vision to influence the future of artificial intelligence? As large-scale language models transition from simple chatbots to robust tools for organizational development, your expertise is crucial. By providing high-quality training data, you can help democratize access to world-class education, accelerate professional growth, and enhance business learning programs globally. We are seeking dedicated Training and Development Specialists who excel in instructional design, curriculum development, adult learning theories, e-learning platforms, performance assessment, talent enhancement, and management of training programs. You will engage with advanced language models on subjects including learning needs assessment, competency modeling, facilitation methods, blended learning approaches, employee engagement strategies, and metrics for training effectiveness—documenting all challenges to refine model reasoning. Your daily tasks will involve dialoguing with the model regarding real-world training scenarios and theoretical inquiries in adult education, verifying factual correctness and logical integrity, capturing reproducible error patterns, and proposing enhancements to prompt engineering and evaluation metrics. A Bachelor’s or Master’s degree in Education, Human Resources, Organizational Development, or a related field is preferred. Relevant professional certifications, experience in training facilitation, or hands-on instructional design projects will greatly enhance your candidacy. Exceptional metacognitive communication skills—demonstrating your reasoning process—are a must. Are you ready to convert your training expertise into the foundational knowledge for the AI of tomorrow? Apply now and be part of the team that will educate the world!
Part-time|$32/hr - $32/hr|Remote|Remote — United States
This role is exclusively available to candidates currently residing in the United States. Your location may influence both eligibility and compensation. Please submit your resume in English, indicating your proficiency level.Mindrift is on the lookout for talented Vibecode specialists to become integral members of the Tendem project (https://tendem.ai/), leading specialized data scraping initiatives within our innovative hybrid AI and human framework.As an AI Pilot—the title we use at Mindrift for this position—you will work closely with Tendem Agents managing routine tasks, while you apply your critical thinking, domain expertise, and quality assurance skills to ensure the delivery of precise and actionable insights.This part-time remote position is perfect for technical professionals with proven experience in web scraping, data extraction, and processing.About MindriftThe Mindrift platform bridges the gap between specialists and AI projects from leading technology innovators. Our vision is to harness the potential of Generative AI by leveraging real-world expertise from around the globe.Role OverviewThis freelance role focuses on the Tendem project. As a Vibe Code specialist, you will manage data scraping tasks that demand technical accuracy for web extraction and processing, utilizing various tools including our proprietary Apify and OpenRouter, as well as your own inventive strategies.Key ResponsibilitiesOversee comprehensive data extraction workflows across intricate websites, ensuring thorough coverage, accuracy, and dependable delivery of structured datasets.Utilize internal tools (Apify, OpenRouter) and custom workflows to expedite data collection, validation, and task execution while adhering to established requirements.Guarantee reliable extraction from dynamic and interactive web sources, adjusting methodologies as necessary to accommodate JavaScript-rendered content and evolving site behaviors.Implement data quality standards through validation checks, consistency controls, formatting adherence, and systematic verifications prior to data delivery.Scale scraping operations for extensive datasets utilizing efficient batching or parallel processing, monitor for failures, and maintain operational stability against minor site structure changes.Application ProcessTo apply, simply submit your application. If qualified, you will have the opportunity to contribute to projects that align with your technical expertise, on a flexible schedule. From coding and automation to refining AI outputs, you will play a pivotal role in enhancing AI capabilities and real-world applications.
Feb 26, 2026
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