Вакансии

Задачи: — Руководство стратегией строительства, полевым исполнением, бюджетом, графиком, безопасностью и качеством для крупных инфраструктурных проектов. Требования: — Опыт работы с объектами дата-центров, контрактными переговорами, безопасностью, управлением рисками, бюджетированием, подключением коммунальных услуг, соблюдением Grid code, OSHA. — Знание управления строительством, QA/QC, вводом в эксплуатацию, подстанциями, планированием, стандартами NFPA, NEC, генерацией электроэнергии, EPC, стандартами IEEE. Условия: — Работа в офисе в Point Pleasant, WV. — Годовая зарплата от $230,000 до $410,000.

Taurus SA is looking for an IT Technician and Client Support Specialist to provide corporate IT support and first-line client support.

Задачи: — Строить и собирать прототипы, образцы и приспособления из мягких материалов (softgoods). Требования: — Опыт работы с CAD и инструментами для изготовления мягких изделий. Условия: — Работа в офисе в Сан-Карлос, Калифорния. — Годовая зарплата от $80,995 до $99,008.

Location: Dubai, United Arab Emirates; Abu Dhabi, United Arab Emirates; Sharjah, United Arab Emirates; Ajman, United Arab Emirates; Al Ain, United Arab Emirates; Fujairah, United Arab Emirates Apt Resources is looking for a Junior SOLIDWORKS Designer for our client in Dubai. The ideal candidate will have a background in 3D modeling and familiarity with SOLIDWORKS, supporting the engineering team with 3D models and technical design tasks. This position is suitable for a junior candidate with a technical background who is eager to develop practical skills in 3D modeling and engineering design. Key Responsibilities Create and modify 3D models using SOLIDWORKS. Assist with preparing and updating technical drawings and design files. Support the engineering team with 3D modeling and design-related tasks. Make revisions to models based on technical instructions and feedback. Maintain organized design files and documentation. Follow established modeling standards and project requirements. Requirements Basic knowledge of SOLIDWORKS and 3D modeling. Relevant educational background in Mechanical Engineering, Drafting, CAD Design, or a related technical field. Ability to understand and follow technical instructions. Good attention to detail and willingness to learn. Ability to work full-time on-site in Dubai. Junior candidates with a relevant 3D modeling background are welcome to apply. Benefits Salary: AED 5,000 to AED 10,000 per month, depending on experience and qualifications.

Создавать ИИ-агентов с использованием LangChain и LangGraph. Глубокое понимание основ Python: типы данных, функции и классы, обработка исключений, итераторы и генераторы, context managers, модуль typing, внутренняя структура объектов и управление памятью.

Управлять командой DS и MLE: управлять бэклогом, развивать компетенции, проводить найм и растить сотрудников; Формировать стратегию и дорожную карту развития AI-решений для Управления зарплатных проектов;

Разработка и обучение моделей машинного обучения для задач NLP и компьютерного зрения; Анализ и обработка данных;

Опыт разработки агентов на Langraph по паттерну ReAct; Опыт разработки ML-моделей от 3 лет.

Строить и проверять evals для AI-агентов: собирать тестовые наборы, считать метрики качества, искать систематические ошибки модели. Анализировать выходы агентов: распределения признаков по компаниям и отраслям, расхождения между прогонами, аномалии.

Location: Utah - Millcreek About Cottonwood Residential Cottonwood Residential is a forward-thinking, fully integrated real estate company focused on the multifamily sector. We combine deep expertise in asset and property management with a commitment to operational excellence across a growing national portfolio. We don’t just manage communities - we elevate them. About the Role The Maintenance Supervisor is responsible for leading the maintenance operations of the community, ensuring the property is well-maintained, safe, and operating efficiently. This role oversees the maintenance team, manages vendor relationships, and ensures timely completion of maintenance requests and preventative maintenance programs. This position is ideal for a hands-on leader who combines strong technical expertise with team leadership, operational oversight, and a commitment to delivering an exceptional resident experience. Key Responsibilities Maintenance Operations & Property Oversight Oversee all maintenance operations, including maintenance requests, make-ready processes, and preventative maintenance programs Ensure the overall condition, safety, and appearance of the community meets Cottonwood standards Schedule, prioritize, and assign work orders to ensure timely and efficient completion Perform and support maintenance tasks as needed across HVAC, plumbing, electrical, and general repairs Conduct regular inspections of the property to identify maintenance needs and potential risks Ensure all work orders are completed accurately and closed out in a timely manner Vendor & Inventory Management Source, schedule, and supervise vendors to ensure quality work and adherence to scope and timelines Manage inventory, ordering, and delivery of maintenance supplies and equipment within budget Evaluate products and materials to improve efficiency, cost-effectiveness, and property performance Maintain accurate records for materials, equipment, and vendor services Team Leadership & Development Lead, train, and develop the maintenance team, including Maintenance Technicians at all levels Plan, assign, and direct daily work while setting clear expectations for performance and quality Conduct hiring, onboarding, training, and performance management for maintenance team members Provide coaching, feedback, and development opportunities to support team growth Foster a culture of accountability, safety, and teamwork Financial & Administrative Management Manage maintenance-related expenses in alignment with the property budget Support purchase order processes, vendor contracts, and cost tracking Complete required reports, inspections, and documentation accurately and on time Maintain SDS logs and ensure proper documentation of safety materials Customer Service & Resident Experience Ensure prompt and professional response to resident maintenance requests Address and resolve maintenance-related concerns with a customer-first approach Maintain strong communication with residents, office staff, and vendors Support resident satisfaction and retention through quality service delivery Safety & Compliance Enforce all company safety policies and procedures, including OSHA standards Train team members on safety protocols and ensure consistent compliance Maintain awareness of regulatory requirements and ensure adherence to local, state, and federal laws Identify and address safety hazards proactively What You Bring High school diploma or GED required Valid driver’s license and reliable transportation required 2+ years of experience in multifamily property maintenance 2+ years of experience leading or supervising maintenance teams EPA Certification (Type II or Universal) required Certified Pool Operator (CPO) certification preferred CAMT certification preferred Proficiency in Microsoft Office required Experience with Entrata preferred Strong technical knowledge of HVAC, plumbing, electrical, and general maintenance systems Experience with inventory management, vendor coordination, and budgeting Strong leadership, communication, and organizational skills Ability to multitask and perform effectively in a fast-paced environment Professional attitude with a strong customer service mindset Ability to read, write, speak English to communicate with residents and vendors, to process Company paperwork, and to interpret safety and operating manuals and procedures Ability to communicate effectively with residents, vendors, and team members Availability to work standard community hours, including evenings and weekends Availability to participate in an on-call rotation Physical Requirements Regularly required to stand Ability to climb stairs, walk, and balance is frequently needed Sit, stoop, kneel, crouch, or crawl is frequently needed Push or pull to move equipment, appliances, open and close doors, etc. Climb ladders to perform routine maintenance/repairs Grasping/gripping/turning to operate tools, equipment, and/or the phone frequently needed Ability to taste or smell is frequently needed Reaching above the shoulders frequently needed Finger dexterity to operate tools frequently needed Lifting and/or moving up to 75 lbs. regularly needed. Occasionally, over 75 lbs. is needed. Rarely will over 150 lbs. be needed. Weights over 50 lbs. should be accomplished with assistance from one or more persons Constant need for vision in small detail, beyond arm’s reach, peripheral, depth perception, and the ability to adjust focus Constant need for talking and hearing to communicate with residents and associates Why Cottonwood Residential? We don’t just manage properties - we elevate them. At Cottonwood Residential, you’ll join a culture that values innovation, collaboration, and operational excellence. You’ll work alongside a team that is passionate about delivering exceptional living experiences while supporting your professional growth. We offer a competitive compensation and benefits package and opportunities to grow within a dynamic, expanding organization. Cottonwood Residential is an equal opportunity employer. Applicant Communication & AI Disclosure Cottonwood Residential uses AI-assisted technology and authorized recruiting partners to support our hiring process. By applying, you acknowledge that you may communicate with AI-powered systems during scheduling, candidate outreach, or preliminary interviews, and that interviews may be recorded, transcribed, and summarized for evaluation by our hiring team. By applying, you consent to receiving communications regarding your application by phone, text message, email, or other electronic means. Hiring decisions are solely made by Cottonwood Residential. At Cottonwood Residential, we're committed to creating an exceptional customer experience through innovation and service. As an early adopter of Self-Guided Tours, we've made apartment searching more convenient and accessible for our customers. We're looking for team members who are eager to learn, embrace new ideas, and create meaningful connections with every interaction. Join us in helping every customer feel Home at Last!

Location: Salt Lake City, Utah, United States About the Role iCapital is seeking an Associate to join the Platform Technology Support team, focusing on the Insight, Learning Center, and Architect platform features. This individual has a technical skillset who desires to deliver exceptional client experience in a fast-paced, collaborative, and entrepreneurial environment. This role is highly collaborative, with a strong focus on improving iCapital’s clients' overall satisfaction, and operational processes as a team. Responsibilities Partner closely with Product Managers, Relationship Managers, Operations, and Annuities clients to configure the Insight, Learning Center, and Architect features with the specific customizations on the platform and facilitate internal user entitlements to the three features. Configure courses for access by our users, along with completing the operational configurations to enable the tools for our clients. Respond to escalations for inbound technical service queries and inquiries using the firm’s case management tool. Add education content in the Learning Center to build training courses and make resources available. File CE Credit applications and reports with external professional designations boards. Assist with the creation of processes and documentation of technical issues to support new product solutions, enhancements, and operational changes. Qualifications 2 to 5+ years of experience in a client technical support role or data entry and programing environment within a fast-paced, agile environment Bachelor’s degree is required Strong written and verbal communication skills are essential Able to thrive in a fast-paced, dynamic environment, demonstrating flexibility to quickly adjust to new challenges and priorities Technical experience including comfort with spreadsheets, business intelligence tools and an understanding of databases (experience with SQL is a plus) Experience with support ticketing tools and a strong foundation in technical troubleshooting and able to take a patient and client-centric approach to delivering technical and platform support Attention to detail and able to analyze and research systems to rectify issues and provide solutions Self-starter with a strong sense of ownership; able to work independently, prioritize effectively, and proactively drive issues through resolution Familiar with alternative investments and financial technology is preferred Benefits The base salary range for this role is $75,000 to $80,000.  iCapital offers a compensation package which includes salary, equity for all full-time employees, and an annual performance bonus. Employees also receive a comprehensive benefits package that includes an employer matched retirement plan, generously subsidized healthcare with 100% employer paid dental, vision, telemedicine, and virtual mental health counseling, parental leave, and unlimited paid time off (PTO). We believe the best ideas and innovation happen when we are together. Employees in this role will work in the office Monday-Thursday, with the flexibility to work remotely on Friday. For additional information on iCapital, please visit https://www.icapitalnetwork.com/about-us X: @icapitalnetwork | LinkedIn: https://www.linkedin.com/company/icapital-network-inc | Awards Disclaimer: https://www.icapitalnetwork.com/about-us/recognition/ iCapital is proud to be an Equal Employment Opportunity and Affirmative Action employer. We do not discriminate based upon race, religion, color, national origin, gender, sexual orientation, gender identity, age, status as a protected veteran, status as an individual with a disability, or other applicable legally protected characteristics.

Задачи Донастройка системы после подрядчика: VM, внутренние и сервисы, доступы. Эксплуатация: аптайм, мониторинг, инциденты.

Location: Stephenville, Texas Redstone Residential is a national student and multi-family housing operator, managing more than 38,000 beds across 20 states. We are one of the largest third-party student housing management companies in the U.S. - and we're just getting started. Our rapidly growing conventional housing portfolio reflects our ambitious, forward-thinking approach to real estate management. Headquartered in Provo, Utah, we combine industry-leading systems with a high-energy culture to deliver exceptional property performance and resident experiences. Redstone's purpose is " to empower our people and elevate communities ." We achieve our purpose by embodying our core values: We Are Believers We Communicate Authentically with Care We Stay The Course We Drive Performance CLASSIFICATION: Full-time, Non-Exempt, eligible for benefits COMPENSATION: $28.00 Per Hour BENEFITS: Health, Vision, and Dental Insurance 15 days of PTO and 10 paid holidays 3 Paid service days Paid parental leave 401K Plan with up to 6% matching Continued Education Program Employee Assistance Program Short-Term Disability Insurance POSITION SUMMARY: The Maintenance Supervisor is primarily responsible for maintaining and enhancing the value of the community while also maximizing the living experience for residents and the community. This is accomplished by ensuring that all resident maintenance issues are resolved expertly and efficiently. RESPONSIBILITIES: Ensure that the property maintains an exceptional curb appeal by keeping the community grounds and buildings properly maintained. Assist with repairs and other general maintenance duties. Consistently and genuinely demonstrate exemplary principles of customer service and teamwork. s. Ensure the best possible appearance of each apartment prior to new resident move-in. Oversee apartment turnovers. Communicate with the Community Manager on any problems with maintenance or curb appeal that require further attention. Respond appropriately to emergencies, according to policies and procedures. Contribute to resident satisfaction by ensuring that customers’ expectations are met and exceeded. QUALIFICATIONS : 2+ years of relevant industry experience (maintenance, plumbing, electrical) 2+ years of HVAC experience Property management experience is a plus but not required Must have excellent customer service skills, strong attention to detail, and basic maintenance skills Must be able to lift a minimum of 75 lbs. and work 8-10 hour standing shifts At Redstone Residential, we’re committed to creating a workplace where people thrive. We believe in elevating communities, starting with our own team. Whether you’re just beginning your career or looking to grow in a fast-paced, purpose-driven environment, we’d love to hear from you. We are proud to be an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity or expression, national origin, age, disability, or veteran status.

Location: Paris; London Workplace: Hybrid ABOUT MISTRAL Mistral provides full-stack AI solutions: from frontier models to developer tools, applications, and compute. We partner with enterprises tackling the hardest problems across high-stakes industries like finance, manufacturing, defense, healthcare, and the public sector, co-creating customized AI systems that they can run on their terms. We are a dynamic, collaborative team passionate about AI and its potential to transform society. Our diverse workforce thrives in competitive environments and is committed to driving innovation. Our teams are distributed between Europe, North America, Asia and the Middle East. We are creative, low-ego and team-spirited. ABOUT THE JOB Mistral AI is seeking Applied Scientists and Research Engineers focused on robotics. You will design, train, and deploy SOTA robotics models (VLM, VLA models for navigation and manipulation) and apply them to diverse use cases. You'll work cross-functionally with internal and external science, engineering, and product teams to deliver high-impact AI solutions. WHAT YOU WILL DO - Run pre-training, post-training and deploy state of the art models on large clusters. - Generate and curate datasets (image-text, video-text), and build evaluators/benchmarks for perception, navigation and manipulation tasks. - Develop the necessary tools and frameworks to facilitate data generation, model training, evaluation and deployment. - Collaborate with cross-functional teams to tackle complex use cases. - Manage research projects and communications with client research teams. ABOUT YOU - Fluent in English with excellent communication skills. - Expert with PyTorch or JAX. - Experience with Vision Language Models (VLM), Vision-Language-Action (VLA) models, perception, navigation and manipulation, simulation tools (e.g. Isaac SIM). - Clean, readable, high-performance Python code. - Doesn't need roadmaps. Ships. - Low-ego, collaborative and eager to learn. - Track record of success through personal projects, professional projects or academia. NICE TO HAVE - PhD / Master in a relevant field (Robotics, Machine Learning). - Research experience in robotics navigation, perception, manipulation. - Contributions to a large open-source or industry codebase. - Publications in top academic journals or conferences. - Enjoys improving existing code: typing, tests, CI pipelines. WHAT WE OFFER We offer a comprehensive benefits package designed to support your well-being, growth, and work-life balance. Benefits vary by country and may include healthcare coverage, parental leave, retirement plans, relocation support, wellness programs, meal and transportation allowances, and other location-specific perks. For the most up-to-date details on benefits available in your location, please refer to our Benefits page https://app.notion.com/p/mistralai/Benefits-at-Mistral-36e6ba59a7fe836b93dd01737fcc27ef?source=copy_link. PRIVACY POLICY Your privacy matters to us. You can learn more about how we handle your personal data in our Applicant Privacy Policy https://legal.mistral.ai/terms/applicant-privacy-policy.

Location: Global Workplace: Remote ABOUT THE ROLE Aptura is looking for Subject Matter Experts from project or programme management, in sectors such as construction, infrastructure or IT, who build project budgets, schedules and trackers in Excel. You have used AI tools on your own work and been frustrated by the mistakes they make. You will turn that experience into realistic Excel tasks that test how well AI does the work of a Project Manager. RESPONSIBILITIES - Writing realistic Excel tasks drawn from your own work: extending existing models, fixing broken ones and building from a brief - Working through each task yourself so there is a clear, correct answer - Writing yes-or-no criteria precise enough that a grader can mark any attempt against them NECESSARY QUALIFICATIONS - 3+ years in project, programme or PMO roles, in sectors such as construction, infrastructure, IT, business transformation or capital projects - Deep hands-on Excel: project budgets, earned value, nested formulas, conditional formatting and debugging - Strong written English communication skills. - Attention to detail, and willingness to learn concepts in AI and Evals ADDITIONAL INFORMATION - Start Date : Immediate - Duration: Approximately 4–6 weeks - Payment: task-based. Experts who complete their first task within the required timeline will then be qualified to do multiple tasks for the remainder of the project. CONTRACT AND PAYMENT TERMS - You will be engaged as an independent contractor. - This is a fully remote role that can be completed on your own schedule. - Projects can be extended, shortened, or concluded early depending on needs and performance. - Your work at Aptura will not involve access to confidential or proprietary information from any employer, client, or institution. - Payments will be weekly following task completion. GETTING STARTED - Apply with your details and CV. Choose an available 30-minute group walkthrough call. - Attend the walkthrough and create one original task from your own work. Submit the brief, the actual input workbook(s) needed to complete it. Input-file uploads are compulsory. - Write the brief yourself. Input workbooks must also be human-built. Use real data that has been sanitised, or public data with the source named. No AI usage allowed. - We run your task against current frontier AI models. If the models get it wrong, you then write a detailed yes-or-no rubric, and a reviewer signs off on the task with you. - Completing onboarding does not guarantee a job offer; selection remains subject to written approval of the task proposal. ABOUT APTURA Aptura is an applied AI and data company working with frontier labs to train AI systems on real professional work. We do this by building high-quality evaluation and training environments that teach AI agents to produce work that can be used in daily workflows.

Location: Global Workplace: Remote ABOUT THE ROLE Aptura is looking for Subject Matter Experts from management or strategy consulting, in an industry or functional practice, who build market sizing models, competitive landscapes and business cases in Excel. You have used AI tools on your own work and been frustrated by the mistakes they make. You will turn that experience into realistic Excel tasks that test how well AI does the work of a Consultant. RESPONSIBILITIES - Writing realistic Excel tasks drawn from your own work: extending existing models, fixing broken ones and building from a brief - Working through each task yourself so there is a clear, correct answer - Writing yes-or-no criteria precise enough that a grader can mark any attempt against them NECESSARY QUALIFICATIONS - 3+ years in management, strategy or operations consulting, in an industry practice (e.g. financial services, healthcare, TMT, consumer, energy, public sector) or a functional practice (strategy, operations, pricing, due diligence) - Deep hands-on Excel: market sizing, competitive landscapes, goal seek, data reshaping and clear workbook structure - Strong written English communication skills. - Attention to detail, and willingness to learn concepts in AI and Evals ADDITIONAL INFORMATION - Start Date : Immediate - Duration: Approximately 4–6 weeks - Payment: task-based. Experts who complete their first task within the required timeline will then be qualified to do multiple tasks for the remainder of the project. CONTRACT AND PAYMENT TERMS - You will be engaged as an independent contractor. - This is a fully remote role that can be completed on your own schedule. - Projects can be extended, shortened, or concluded early depending on needs and performance. - Your work at Aptura will not involve access to confidential or proprietary information from any employer, client, or institution. - Payments will be weekly following task completion. GETTING STARTED - Apply with your details and CV. Choose an available 30-minute group walkthrough call. - Attend the walkthrough and create one original task from your own work. Submit the brief, the actual input workbook(s) needed to complete it. Input-file uploads are compulsory. - Write the brief yourself. Input workbooks must also be human-built. Use real data that has been sanitised, or public data with the source named. No AI usage allowed. - We run your task against current frontier AI models. If the models get it wrong, you then write a detailed yes-or-no rubric, and a reviewer signs off on the task with you. - Completing onboarding does not guarantee a job offer; selection remains subject to written approval of the task proposal. ABOUT APTURA Aptura is an applied AI and data company working with frontier labs to train AI systems on real professional work. We do this by building high-quality evaluation and training environments that teach AI agents to produce work that can be used in daily workflows.

Location: Global Workplace: Remote ABOUT THE ROLE Aptura is looking for Subject Matter Experts from supply chain, in sectors such as CPG, retail, manufacturing or pharma, who build demand, inventory and capacity plans in Excel. You have used AI tools on your own work and been frustrated by the mistakes they make. You will turn that experience into realistic Excel tasks that test how well AI does the work of a Supply Chain Analyst. RESPONSIBILITIES - Writing realistic Excel tasks drawn from your own work: extending existing models, fixing broken ones and building from a brief - Working through each task yourself so there is a clear, correct answer - Writing yes-or-no criteria precise enough that a grader can mark any attempt against them NECESSARY QUALIFICATIONS - 3+ years in supply chain, demand planning, procurement or operations, in sectors such as CPG, retail, manufacturing, pharma or logistics - Deep hands-on Excel: inventory and demand planning, Solver, data reshaping, multi-criteria lookups and debugging - Strong written English communication skills. - Attention to detail, and willingness to learn concepts in AI and Evals ADDITIONAL INFORMATION - Start Date : Immediate - Duration: Approximately 4–6 weeks - Payment: task-based. Experts who complete their first task within the required timeline will then be qualified to do multiple tasks for the remainder of the project. CONTRACT AND PAYMENT TERMS - You will be engaged as an independent contractor. - This is a fully remote role that can be completed on your own schedule. - Projects can be extended, shortened, or concluded early depending on needs and performance. - Your work at Aptura will not involve access to confidential or proprietary information from any employer, client, or institution. - Payments will be weekly following task completion. GETTING STARTED - Apply with your details and CV. Choose an available 30-minute group walkthrough call. - Attend the walkthrough and create one original task from your own work. Submit the brief, the actual input workbook(s) needed to complete it. Input-file uploads are compulsory. - Write the brief yourself. Input workbooks must also be human-built. Use real data that has been sanitised, or public data with the source named. No AI usage allowed. - We run your task against current frontier AI models. If the models get it wrong, you then write a detailed yes-or-no rubric, and a reviewer signs off on the task with you. - Completing onboarding does not guarantee a job offer; selection remains subject to written approval of the task proposal. ABOUT APTURA Aptura is an applied AI and data company working with frontier labs to train AI systems on real professional work. We do this by building high-quality evaluation and training environments that teach AI agents to produce work that can be used in daily workflows.

Location: Global Workplace: Remote ABOUT THE ROLE Aptura is looking for Subject Matter Experts from actuarial roles in general insurance, life, health or pensions who build reserving, pricing and experience studies in Excel. You have used AI tools on your own work and been frustrated by the mistakes they make. You will turn that experience into realistic Excel tasks that test how well AI does the work of an Actuarial Analyst. RESPONSIBILITIES - Writing realistic Excel tasks drawn from your own work: extending existing models, fixing broken ones and building from a brief - Working through each task yourself so there is a clear, correct answer - Writing yes-or-no criteria precise enough that a grader can mark any attempt against them NECESSARY QUALIFICATIONS - 3+ years in an actuarial role in insurance, pensions or consulting, covering P&C/general insurance, life, health or pensions - Deep hands-on Excel: reserving triangles, pricing models, nested formulas, named ranges and goal seek - Strong written English communication skills. - Attention to detail, and willingness to learn concepts in AI and Evals ADDITIONAL INFORMATION - Start Date : Immediate - Duration: Approximately 4–6 weeks - Payment: task-based. Experts who complete their first task within the required timeline will then be qualified to do multiple tasks for the remainder of the project. CONTRACT AND PAYMENT TERMS - You will be engaged as an independent contractor. - This is a fully remote role that can be completed on your own schedule. - Projects can be extended, shortened, or concluded early depending on needs and performance. - Your work at Aptura will not involve access to confidential or proprietary information from any employer, client, or institution. - Payments will be weekly following task completion. GETTING STARTED - Apply with your details and CV. Choose an available 30-minute group walkthrough call. - Attend the walkthrough and create one original task from your own work. Submit the brief, the actual input workbook(s) needed to complete it. Input-file uploads are compulsory. - Write the brief yourself. Input workbooks must also be human-built. Use real data that has been sanitised, or public data with the source named. No AI usage allowed. - We run your task against current frontier AI models. If the models get it wrong, you then write a detailed yes-or-no rubric, and a reviewer signs off on the task with you. - Completing onboarding does not guarantee a job offer; selection remains subject to written approval of the task proposal. ABOUT APTURA Aptura is an applied AI and data company working with frontier labs to train AI systems on real professional work. We do this by building high-quality evaluation and training environments that teach AI agents to produce work that can be used in daily workflows.