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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 people ops, HR or workforce planning, across headcount, compensation or org design, who build headcount plans, comp models and people analytics 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 People Ops 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 people operations, HR analytics, total rewards or workforce planning, covering headcount, compensation, benefits or org design - Deep hands-on Excel: headcount and comp models, named ranges, multi-criteria lookups, pivot tables and conditional formatting - 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: Boston, Massachusetts, United States We take play seriously. We’re looking for curious adventurers ready to find their party, fueled by imagination and drive to build what’s never been built before. At Hasbro and Wizards of the Coast, you’ll collaborate with passionate teams to reimagine our iconic brands and create experiences that spark joy, connection, and community through the magic of play. This is your chance to shape legendary play that lasts a lifetime. Help fans discover—and rediscover—the brands they love. Bring your curiosity, ideas and point of view to teams creating products, games and experiences enjoyed by fans around the world. One application. Many ways to play. Apply once to this general application for consideration for anticipated Spring 2027 Supply Chain Co-op opportunities in Global Supply Planning and Trade Compliance, based in Boston, Massachusetts. This is not one specific vacancy. Projects are confirmed on a rolling basis, and one application puts you in consideration across multiple opportunities with participating teams. You do not need to submit separate applications for each team. If your profile aligns with a specific co-op project, a recruiter may contact you directly with details and next steps. Applying does not guarantee an interview or placement. About Hasbro Hasbro creates joy and community through the magic of play. Across Hasbro, Wizards of the Coast and our partner network, teams bring iconic brands and new ideas to life through games, toys, entertainment and experiences. Teams and areas you may support Depending on confirmed projects and business needs, your co-op could align with one or more areas such as: Global Supply Planning (Boston, MA): matching global supply to demand across Hasbro’s 40+ business units and 25+ warehouses, working in SAP IBP and SAP ERP. Trade Compliance, within Global Logistics (Boston, MA): supporting customs and trade compliance for imports and exports, alongside transportation providers, customs brokers, vendors and affiliate markets. Examples of what you may work on Depending on your placement, you may: Evaluate constrained supply against unconstrained demand and build supply plans that maximize capacity use and revenue opportunities while minimizing obsolescence risk, targeting a 95%+ service level for assigned items and brands. Procure finished goods for assigned brands globally, and help reduce excess inventory through global inventory transfers. Identify, communicate and resolve supply challenges with Project Management, Engineering, Global Brand Marketing and Demand Planning, including the initiation and evaluation of tooling. Create and maintain SAP master data such as capacity, minimum order quantity, lead time and transit time, supporting a 95% master data accuracy KPI. Support tariff classification of Hasbro products under the U.S. Harmonized Tariff Schedule, including LATAM support by collecting technical specifications, product descriptions and other documentation. Support U.S. export compliance by maintaining Smartsheet tracking tools and preparing Shipper’s Letters of Instruction (SLIs) for EEI filings. Assist with internal compliance tasks such as Importer Self-Assessment (ISA) quarterly entry testing, LATAM post-entry audits and export denied party screening. Analyze and track global duty spend and IEEPA tariffs, along with mitigation strategies. Partner with Brand teams, commercial markets and customs brokers to make sure global partners follow Hasbro policies and procedures. Join smaller-scale continuous improvement and project management efforts that improve a supply chain process. What you bring You are currently enrolled in a university degree program in Supply Chain, Operations, Logistics, Business, Finance, Industrial Engineering or a related field. Interest in and knowledge of supply chain management, logistics, operations or trade, shown through coursework, internships, projects, employment, volunteer work or other experience. Proficiency in the Microsoft Suite (Excel, Word, PowerPoint and Outlook), with intermediate to advanced Excel knowledge. Attention to detail and the ability to work with a sense of urgency. Ability to assess and prioritize work, and to manage your schedule so project milestones are met. Comfort in a metric-driven environment where personal and team accountability matter. Initiative to develop processes and reports for the Hasbro business. Willingness to learn and adapt in a multifaceted environment, embracing Hasbro’s core values of Passion, Integrity, Creativity and Community. Ability to work independently and collaboratively, and to build effective working relationships. Excellent written and verbal communication skills. Nice to have: relevant supply chain, logistics or business experience, such as internships, coursework or personal projects. Proficiency in Spanish is a plus for some Trade Compliance projects. Who can apply You are currently enrolled in an accredited university degree program and will remain enrolled for at least one academic term after completing the co-op. Eligibility is based on program stage, not age. You can commit to the full co-op opportunity schedule and work model for the assigned location. You meet the work-authorization requirements stated below. Listed majors are examples. Related programs, coursework and transferable projects are welcome; previous internship or co-op experience is not required. If this work excites you but you do not match every preferred skill, we still encourage you to apply. We value potential, curiosity and willingness to learn. Opportunity details: Co-op start and end dates: January - July 2027 Schedule: Full-time, 40 hours per week Work model: Most co-ops follow a hybrid schedule with three days per week in the office. Select roles may require five days per week onsite. The project-specific schedule will be shared before interviews. Location(s): Boston, Massachusetts Application deadline: Applications will be reviewed on a rolling basis, as needed. What happens after you apply Our Early Careers team reviews applications on a rolling basis. If your profile aligns with a project, a recruiter will contact you with the specific team, project, location, work model, dates and pay. Selected candidates will interview with the hiring team. Timing may vary by project, so please keep your contact information and availability current If another function more closely matches your skills and interests, we may consider you for it with your permission. You do not need to submit a duplicate application. Work authorization Applicants must be legally authorized to work in the United States. The Company is unable to provide immigration sponsorship for this position. Equal opportunity and accommodations Hasbro is committed to equality of opportunity in all aspects of employment. Employment decisions are made without regard to race, color, religion, sex, pregnancy, sexual orientation, gender identity or expression, national origin, age, disability, genetic information, protected veteran status, or any other status protected by applicable federal, state or local law. We provide reasonable accommodations for qualified individuals with disabilities and for sincerely held religious beliefs throughout the application and interview process. The pay transparency range for this role is listed below. The hiring range will vary based on factors such as experience, skills, location and market conditions. Additionally, employees may be eligible for annual and long-term incentives as part of their overall compensation package. Pay Range $25 — $35 USD Employees may be eligible for annual and long-term incentives as part of their overall compensation package, depending on role, location, and eligibility. Benefits and programs may include: Health & Wellness Time Off to Recharge Financial Well-being Life & Family Support Volunteer and Community Initiatives Learning & Development Exclusive Perks Please review our Applicant Privacy Notice to learn how we collect, use, and protect your personal information in connection with the application process.

Location: Global Workplace: Remote ABOUT THE ROLE Aptura is looking for Subject Matter Experts from marketing analytics, across paid, organic or lifecycle channels, who build CAC, attribution and campaign performance analyses 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 Marketing 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 marketing analytics, growth or performance marketing, covering paid, organic or lifecycle channels for B2B or B2C businesses - Deep hands-on Excel: CAC payback, data cleaning and reshaping, pivot tables and chart selection - 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 sales or revenue operations, supporting B2B sales teams, who build ARR waterfalls, commission models and territory 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 Sales Ops 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 sales operations, revenue operations or SaaS finance, covering pipeline, bookings, quota and compensation for B2B sales teams - Deep hands-on Excel: ARR waterfalls, commission calculators, nested formulas, multi-criteria lookups and pivot tables - 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: Toronto; Ottawa; Montreal Workplace: Remote WHO ARE WE? Cohere is the leading security-first enterprise AI company. We build cutting-edge foundation AI models and end-to-end products that are designed to solve real-world business problems. We’re training and deploying frontier models for enterprises who are building AI systems. We believe that our work is instrumental to the widespread adoption of AI and we are looking for folks that want to be part of that. We obsess over what we build. Each one of us is responsible for contributing to increasing the capabilities of our models and the value they drive for our customers. Cohere is a team of researchers, engineers, designers, and more, who are all passionate about their craft. We are a global technology company headquartered in Toronto with key offices in London, New York City, San Francisco, Montreal, Paris, Berlin and Seoul. Join us! Role Summary We seek a highly organized, automation-minded Delivery Operations Analyst to connect GTM and Delivery Engineering teams under a unified operational system. Core duties include owning operational processes, data quality, and automation that move customer opportunities from GTM brief through commercial approval to delivery assignment. Maintain accurate data across Salesforce and Mission Control to support delivery execution. A core expectation is to identify, design, implement, and continuously improve automation across the GTM-to-Delivery workflow(affectionately called Deal Desk, using workflow automation, North, and other appropriate tools. You will own automation outcomes end-to-end, from identifying manual inefficiencies through implementation, testing, monitoring, and iteration. The ideal candidate combines operational rigor with a systems mindset, proactively looking for ways to eliminate repetitive work, improve data quality, reduce coordination overhead, and build scalable processes. Key Responsibilities - Oversee the operational process for new customer briefs submitted by GTM to Deal Desk; ensure required information and proper routing for approval. - Coordinate the transition from commercial approval to the Engineering Program Manager for delivery team assignment. - Track opportunities through pre-delivery stages, identifying actions, blockers, and missing information. - Ensure clear, timely handoffs between GTM, Deal Desk, and EPM. - Maintain accurate, timely data from the Deal Desk process; keep Salesforce and Mission Control updated with customer, opportunity, commercial, and delivery details. - Establish standards for data entry, documentation, and operational hygiene. - Develop and maintain reporting on Deal Desk volume, pipeline progression, approvals, delivery assignments, and operational metrics. - Identify process trends, bottlenecks, and gaps; recommend efficiency improvements. - Develop and maintain process documentation, workflows, and operational playbooks. - Help establish clear ownership, SLAs, and operating standards across the workflow. - Identify opportunities to streamline, standardize, and automate manual processes across the GTM-to-Delivery workflow. Qualifications - 2–4 years of experience in business analysis, operations, revenue operations, sales operations, project coordination, or similar roles. - Experience working with CRM and business operations systems. - Strong analytical and organizational skills with exceptional attention to detail. - Comfortable working across multiple teams and managing processes with numerous stakeholders. - Strong skills in building automations and working with multiple AI tools - Ability to identify inconsistencies, investigate root causes, and drive issues to resolution. - Strong written and verbal communication skills. - Process oriented but being able to convert nebulous ideas into discreet actionable steps and systematizing work - Experience with data reporting, dashboards, or business intelligence tools is an asset. WORKING LOCATION: This role can be based remotely from the Greater Toronto area, Montreal or Ottawa - there is no minimum in-office qualification requirement. We care most about hiring exceptional people regardless of locations, though please check the location listed on the posting for guidance around the core time zone or working hours alignment expected for the role. FULL-TIME EMPLOYEES AT COHERE ENJOY THESE PERKS: - A weekly lunch stipend of $75/£75 or equivalent in your local currency for lunch. - Full health and dental benefits, including a separate budget for mental health. - RRSP matching, 401K, Pension Scheme. - 100% Parental Leave top-up for up to 6 months, for either parent. - Annual enrichment benefits: Arts & culture, fitness/wellness, quality time, and a workspace improvement credit. Education & learning stipend for conferences, courses, and coaching. - 6 weeks of paid vacation (30 working days!) - Budget for traveling to other offices if you are remote, plus an annual company offsite. HOW AND WHERE WE WORK: - Cohere is remote-friendly, but we also have offices in Toronto, London, New York City, San Francisco, Montreal, Paris, Berlin and Seoul with more opening soon. - For those in the office: a daily lunch program, plenty of snacks, and regular community and social events. - For those not near an office: a co-working benefit so you can work alongside others in your city. - Everyone receives a $500 home office stipend to set up your workspace properly. If any of the above doesn’t line up exactly with your experience, we still encourage you to apply. We strive to create an inclusive work environment for all; we welcome applicants from all backgrounds and are committed to providing equal opportunities. Should you require any accommodations during the recruitment process, please submit an Accommodations Request Form https://docs.google.com/forms/d/12a6IrLdF3kI2nonKSr4tiFuz18rLQbaeYV-JM9L4o9Q/edit, and we will work together to meet your needs. We may use AI-enabled tools to screen and assess applicants against the criteria for this position. This helps our recruiters identify potentially qualified candidates, but it doesn't limit the applications our recruiters may review or consider. Beware of Scams: Cohere will never ask for payment or third-party services (e.g., CV writing) as part of our hiring process. All legitimate roles are listed on the Cohere careers page and LinkedIn only, with all communications from Cohere employees coming from an @cohere.com or @cw.cohere email alias. If jobs are viewed on other sites then please verify these through our official careers https://cohere.com/careers page.

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.

Location: Global Workplace: Remote ABOUT THE ROLE Aptura is looking for Subject Matter Experts from accounting and financial reporting, in practice or in-house, who build reporting packs, consolidations and reconciliations 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 Accountant. 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 accounting, audit or financial reporting under IFRS or US GAAP, in practice or in-house - Deep hands-on Excel: financial reporting, three-statement checks, purchase accounting, error tracing and pivot tables - 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.

Kraken is looking for a Software Engineer Growth Foundations to build accessible frontend components, design systems, and polished web interfaces.

Location: United States Remote; Canada Remote; United Kingdom Remote Workplace: Remote ABOUT THE TEAM The Mural Compose team is ambitious and fast-moving. We are passionate builders who love to experiment and iterate. Our project is seeking to leverage the latest technology in AI to acquire new customers and expand our revenue base as broadly as possible. This team is at the front of our product strategy and future growth.   YOUR MISSION You'll lead the team behind one of Mural's most important bets. In the near term, you'll take our AI native product from early access to a product that customers rely on every day, raising quality, reliability, and speed as more users come on board. Expect a very hands-on role. You'll review PRs, set the technical standards the team builds to, and stay close to the code and architecture decisions. You'll also keep the team's pace high and sustainable while building a high-performing team in a remote-first way.   WHAT YOU'LL DO -  Lead, hire, and grow a team of full-stack engineers through regular 1:1s, clear expectations, coaching, and performance management. - Own delivery end to end with a fast, experimental loop: ship early to real users, measure what works, and iterate quickly without losing reliability. - Partner with Product and Design as co-owners of the Compose roadmap, using customer feedback and usage data to decide what to build, cut, or double down on. - Raise engineering craft across testing, observability, and AI-assisted development, and model Mural's remote-first, work-in-public culture at a sustainable pace. WHAT YOU'LL BRING -  2+ years managing software engineers directly, with responsibility for hiring, coaching, and performance management. - 5+ years of prior experience as a software engineer building and operating production applications, with hands-on technical work in the last 3–4 years. - A solid technical foundation, enough to lead architecture discussions and review code with credibility. - A bias for experimentation: you make sound calls quickly, learn from data, and change course when the evidence says so. - A people-first approach: you lead with empathy, listen first, and build the trust and psychological safety that help each person do their best work. - Excellent communication skills, including explaining technical tradeoffs clearly to product, business, and customer stakeholders. - Experience leading a team that shipped LLM-powered features to production, including evaluation, quality monitoring, and cost management. - Experience building AI agents, retrieval systems, knowledge graphs, or familiarity with Model Context Protocol (MCP). Our Stack Azure OpenAI, React, Node, MongoDB EQUAL OPPORTUNITY  We will ensure that individuals with disabilities are provided reasonable accommodation to participate in the job application or interview process, to perform essential job functions, and to receive other benefits and privileges of employment. Please contact us to request accommodation.

Location: Global Workplace: Remote ABOUT THE ROLE Aptura is looking for Subject Matter Experts from real estate investment, development or lending, across any property type, who build acquisition, development and waterfall models 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 modelling work of a Real Estate 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 real estate private equity, development, REITs or real estate lending, covering at least one asset class (office, residential/multifamily, industrial/logistics, retail, hospitality or data centres) - Deep hands-on Excel: acquisition and development models, promote waterfalls, circular references, goal seek and financial functions - 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: Boston, Massachusetts, United States We take play seriously. We’re looking for curious adventurers ready to find their party, fueled by imagination and drive to build what’s never been built before. At Hasbro and Wizards of the Coast, you’ll collaborate with passionate teams to reimagine our iconic brands and create experiences that spark joy, connection, and community through the magic of play. This is your chance to shape legendary play that lasts a lifetime. Job Overview We are looking for a leader to take on our workforce management systems and operations. This is more than a technology role. Serve as a trusted advisor to our HR leadership group, our centers of excellence and our business partners, turning business goals into system capability and service build. You will ask the questions that sharpen a request, give people a clear view of sequencing, effort and trade-offs, and help us move toward AI-enabled, automation-first ways of working. You will report to our Vice President of HR Planning, Analytics & Technology and lead senior business systems analysts, an HR operations manager with a specialist group, and an outsourced administration partner. Location and Work Arrangement Hybrid: This role is based at our Boston, Massachusetts office and follows a hybrid schedule designed to support in-person collaboration. Employees are expected to work onsite on Tuesdays, Wednesdays, and Thursdays, with the flexibility to work remotely or onsite on Mondays and Fridays. What You'll Do HR Platforms and Delivery: Look after our HR systems estate, including SuccessFactors, Greenhouse and the applications around them, together with the integrations connecting them to Finance, IT and external providers. Build the multi-year technology roadmap with HR leadership and IT and run the intake practices that decide what enters it. Guide systems projects from requirements through configuration, testing, cutover and adoption, then keep the platforms balanced in service once they are live. HR Operations and Service Delivery: You will manage employee lifecycle transaction processing and the quality controls that keep our records accurate. You will also set and publish the measures the operation is judged on, from first-contact resolution to self-service adoption. Develop the service framework and the tiers within it, from self-service and first contact through to specialist handling, and the routing between them. Run one governed intake channel for employee questions, and decide with the team what stops, what is automated and what moves to our administration partner. Governance, Security and Information Management: You will be responsible for how our HR data is protected and who can reach it, and for the governance standards behind configuration, workflows, integrations and security. You will work with People Analytics and enterprise analytics on our data platform and the sources that feed it. Build the security and access model, including role-based permissions, field-level restriction, access certification and segregation of duties. Meet our data-privacy and regional obligations with Legal and Information Security, and act as the HR contact for internal and external audits. AI Enablement and Automation: Set our HR technology AI strategy, with responsible adoption resting on governance, data readiness, privacy and human oversight. Redesign fragmented processes into something simpler. Run a single pipeline for internal use cases and emerging HR technology, and report what our automation delivers in adoption, efficiency, quality and experience. Team and Partners: Grow a team covering business systems analysis and an operations specialist group led by a first-line manager, and plan resourcing, capacity and budget across both. Develop the team’s capability in consultation, requirements and configuration, and hold the relationship with our outsourced administration and application management partners. What You'll Bring 8+ years' experience across HR systems and HR operations. 5+ years managing people and experience leading through a first-line manager. Led a multi-application systems portfolio alongside a service delivery team, including its tier model, case management, and service measures. Demonstrate expertise in HR processes throughout the employee lifecycle, and you will have delivered globally, where requirements vary by region. Hands-on depth in SAP SuccessFactors, enough to specify requirements, evaluate configuration and work with an implementation partner, with strong familiarity in Employee Central and at least two other modules absolutely required. Experience with the security and access model for HR data, and with leading third-party implementation or managed-service partners to agreed service levels. Experience running project delivery alongside production support, and influencing senior leaders across HR, IT and Finance in plain language. What Sets You Apart Experience putting AI capability to work in an HR setting, with the guardrails that apply once AI touches employee data. Familiarity with agentic AI, enterprise AI platforms, intelligent automation or conversational assistants such as Microsoft Copilot helps, as does a background spanning people analytics as well as systems. SAP SuccessFactors certification in one or more modules, and experience of a platform migration or systems harmonization. Experience building governance models, technology intake processes, vendor assessments or innovation pipelines. Who We Are We’re a team of creators, storytellers, and innovators united under the Hasbro family and home to beloved brands, AAA digital games studios and immersive experiences that spark imagination across generations. Together, we’re committed to a culture rooted in creativity, excellence, curiosity, and inclusion, and where every employee is empowered to think boldly, act with integrity, and spark joy for all. About the Company – Hasbro Who We Are | Wizards of the Coast Equal Opportunity Hasbro is committed to equality of opportunity in all aspects of employment. We are committed to making all employment decisions without regard to race, color, religion, sex, sexual orientation, gender identity or expression, national origin, age, marital status, or any other legally protected status. Accommodations If you have a disability and need reasonable accommodation during the hiring process, please inform your recruiter anytime throughout the process . Notice Regarding Hasbo’s use of AI in the Recruitment Process We use Greenhouse’s AI-powered Talent Matching tool to compare your application against our job requirements. How it works: Talent Matching compares information from your resume and application responses with job-related criteria established and weighted by Hasbro’s recruiting and hiring teams. Depending on the role, these criteria may include relevant skills, work experience, prior job titles, and industry experience. The tool then assigns a match category to help organize applications for review. Human oversight: Talent Matching supports—but does not replace—human review. It does not automatically advance or reject candidates or make employment decisions. Hasbro’s recruiters and hiring managers review applications and remain responsible for all hiring decisions. Greenhouse has published the results of an independent bias audit of Talent Matching. View the Greenhouse Talent Matching audit results . The pay transparency range for this role is listed below. The hiring range will vary based on factors such as experience, skills, location and market conditions. Additionally, employees may be eligible for annual and long-term incentives as part of their overall compensation package. Pay Range $195,600 — $313,000 USD Employees may be eligible for annual and long-term incentives as part of their overall compensation package, depending on role, location, and eligibility. Benefits and programs may include: Health & Wellness Time Off to Recharge Financial Well-being Life & Family Support Volunteer and Community Initiatives Learning & Development Exclusive Perks Please review our Applicant Privacy Notice to learn how we collect, use, and protect your personal information in connection with the application process.

Location: Global Workplace: Remote ABOUT THE ROLE Aptura is looking for Subject Matter Experts from venture capital, from seed to growth stage, who build cap tables, round models and exit waterfalls 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 modelling work of a Venture Capital Associate. 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 venture capital, startup finance or venture law, covering seed to growth-stage rounds - Deep hands-on Excel: cap tables, SAFE and note conversions, liquidation preferences, nested formulas and named ranges - 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 private equity, as sector specialists or generalists, who build LBOs, returns analyses and portfolio models 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 modelling work of a Private Equity Associate. 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 private equity or growth equity (buyout, growth or special situations), with a sector focus or generalist deal coverage - Deep hands-on Excel: LBOs, debt schedules, returns sensitivities, goal seek and circular references - 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 sell-side or buy-side equity research, covering any sector, who build initiating coverage models, earnings models and data packs 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 modelling work of a Research Associate. 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 sell-side or buy-side equity research, covering a defined sector or universe of stocks (e.g. TMT, Healthcare, Financials, Energy, Consumer, Industrials) - Deep hands-on Excel: earnings extraction and prediction, calendarisation, SOTP valuation, data packs and nested formulas - 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: New York, NY Flex is a growth-stage, NYC headquartered FinTech company that is building the payment layer for life's financial obligations, giving households one place to see, split, and pay their bills around how they live and get paid. By offering greater choice over how and when payments are made and allowing eligible on time payments to help build a positive credit history, Flex puts households back in control of their cash flow. That work brings together people with different perspectives who challenge the status quo and take ownership of solving difficult problems. For you, that means doing the best work of your career next to people who make you better, and together bringing ideas to life that make a real impact for the people we serve. The Role As a Senior Staff Analytics Engineer, you will enable stakeholders at Flex to easily find the data they need to make decisions. You'll do this by leveraging your technical skills to develop better data products and solutions. You'll partner with analysts, engineers, PMs and others to define the requirements while being accountable for delivering the end data product. As part of the broader Data team, you will report to the Director, Analytics Engineering and support a number of different areas across Flex. You Will: Lead the development of data models to consume, transform, and expose data to stakeholders and systems across the company Collect business requirements, define successful analytics outcomes, and design data solutions Set company-wide standards for data regarding structure, quality, and expectations Contribute Flex’s data culture by influencing processes, systems, and tools that enable to make better decisions in a scalable way You Have: 6+ years as an analytics engineer or equivalent, with a track record of shipping high quality products and features at scale Expert knowledge of SQL, data warehouses (we use Snowflake), and how to write efficient SQL queries Familiarity with common BI tools (preferably Sigma Computing, Tableau, Mode, etc.) Expert proficiency with dbt or similar data modeling tool Strong perspective on analytics engineering development cycle (data modeling, version control, documentation + testing, and best practices for codebase development and CI/CD) Experience within the fintech space This is a hybrid position with on-site expectations of 3 days per week in our New York Headquarters. For candidates outside of the NY/NJ area, you may be eligible for our relocation assistance program. Compensation Flex takes a market-based approach to pay, ensuring compensation is commensurate with a candidate's experience and our internal leveling guidelines. For candidates located in our Tier 1 (NYC/Bay Area) markets, the base salary pay range for this role is below. Flex utilizes a geographic pay differential based on a cost of labor index. If you are located outside of the cities listed below, your starting pay will be adjusted to align with the market conditions of your specific geographic zone. Please speak with your recruiter for additional information regarding the specific range for your location. Tier 1 (NYC/Bay Area) $200,000 — $240,000 USD Life at Flex Building a successful company takes a diverse team of intelligent, curious, determined, empathetic, and self-aware people. Our headquarters is in New York City, with employees across the US, Australia, Canada, and South America. We’re growing quickly and deliberately, with a focus on building an inclusive culture. We value the perspectives our people bring and take pride in being an equal opportunity workplace. Offices Roles posted in New York, San Francisco, and Salt Lake City are hybrid positions with on-site expectations of 2-3 days per week in our local offices. For candidates outside of these areas, you may be eligible for our relocation assistance program. Benefits View our benefits and more at getflex.com/careers .