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Contexte : Offre de stage de recherche de master d’une durée de 4 à 6 mois, débutant en hiver 2026-2027. Ce document liste les possibles directions pour le stage, qui seront ajustées au fil du stage. Le stage aura lieu au sein du centre de recherche d’Artefact à Paris. L’objectif est d'étudier les réseaux de neurones dans un cadre où l’on souhaite garantir l'indépendance des prédictions vis-à-vis d'une variable sensible continue (telle que l'âge, le revenu, la couleur de peau, etc.). Présentation d’Artefact : Artefact est une société internationale de services autour de la data, spécialisée dans le conseil en transformation data, dont la mission est de transformer la donnée en délivrant des résultats tangibles sur l’ensemble de la chaîne de valeur des entreprises. L’approche unique d’Artefact, qui fait le pont entre la donnée et le business, permet à nos clients d’atteindre leurs objectifs business de façon dédiée et efficace. Nos 2500 employés allient leurs compétences pluridisciplinaires au profit de l’innovation business des entreprises. Nos technologies de pointe en Intelligence Artificielle, nos méthodes agiles garantissent le succès des projets IA de nos clients, de la conception au déploiement, jusqu’à la formation et l’accompagnement au changement. Sujet : Les réseaux de neurones sont aujourd'hui au cœur de nombreuses applications industrielles. Leur capacité à extraire des représentations riches à partir des données en fait des outils de choix, mais elle les rend aussi susceptibles d'encoder et d'amplifier des biais présents dans les données d'apprentissage, renforçant ainsi des discriminations chez les populations traitées par ces modèles [1]. Cet enjeu est un domaine de recherche dénommé fairness, et est particulièrement dynamique, avec la réglementation des modèles d’IA qui évolue, comme par exemple avec l’AI Act de l’Union Européenne. Pour mesurer et mitiger les biais discriminatoires dans les modèles, la littérature s'est majoritairement co

machine learningartificial intelligenceai
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Who We Are Insurity empowers insurance organizations to quickly capitalize on new opportunities by delivering the world’s most configurable, cloud-native, easy-to-use, and intuitively analytical insurance software. Just as importantly, we empower our people—providing the tools, support, and opportunities they need to grow and succeed. We don’t just make bold promises—we deliver results. As the largest cloud-based software provider for the Property & Casualty market, Insurity is trusted by 22 of the top 25 P&C carriers and 7 of the top 10 wholesale brokers in the MGA space. Behind that trust is a team that delivers exceptional value and deep industry expertise. While our technology sets us apart, it’s our people who truly make the difference. At Insurity, you’ll collaborate with some of the most creative and knowledgeable minds in insurance tech—in a culture that fosters innovation, teamwork, and continuous learning. Our award-winning onboarding experience welcomes and supports you from the moment you accept our offer. Ready to grow your career with an industry leader? Apply today—we’re excited to welcome you. #UatInsurity What’s In It For U Work Where You Thrive: Find a hybrid work environment that allows you to enjoy great work life balance, stay connected and collaborative Generous Time Off : Our leadership believes in taking the time you need when you need it. Day One Health Benefits + Employer-Matched Retirement Savings : You might think these are table stakes, but we know these matter to you. More Than Just Core Values : Our values are fundamental in how we attract, train, and retain top talent. Award-Winning Onboarding Program : We set you up from the get-go to make a significant impact from Day One and follow you through your entire first year. Real Career Growth Opportunities

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13 days ago

About the team OpenAI’s mission is to build safe artificial general intelligence (AGI) which benefits all of humanity. This long-term undertaking brings the world’s best scientists, engineers, and business professionals into one lab together to accomplish this. In pursuit of this mission, our Go To Market (GTM) team is responsible for helping customers learn how to leverage and deploy our highly capable AI products across their business. The team is made of Sales, Solutions, Support, Marketing, and Partnership professionals that work together to create valuable solutions that will help bring AI to as many users as possible. About the role Our Sales team has a unique mission to help customers understand the deep impact that highly capable AI models can bring to their business and users. This role is a mixture of technical understanding, vision, partnership, and value-driven strategy. You’ll be a key driver of opportunities through the entire sales cycle, from pipeline generation to closure. You’ll work with researchers, engineers, and solution strategists to help customers evolve their industry with AI. This role is based in Sydney, Australia. We use a hybrid work model of 3 days in the office per week and offer relocation assistance to new employees. In this role, you'll: Manage a small number of key accounts, developing and executing strategies for a comprehensive account plan Lead our enterprise prospects’ journeys from consideration to successful deployment Partner with solutions and research engineering to build and execute complex customer programs and projects Own a consumption revenue target Manage consumption revenue forecasts Analyze key account metrics to create reports and provide insights to internal and external stakeholders Closely monitor the industry landscape (people, competitors, partners, etc.) to contribute to product roadmap and other corporate strategies Collaborate with solutions, marketing, communications, business operations, people operatio

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14 days ago

About Zinnov Zinnov is a global management consulting firm that helps organizations make decisions that actually get used — and deliver results that matter. For over two decades, we’ve partnered with leading enterprises, high-growth technology companies, and investors to answer some of the toughest questions they face: Where should we invest? How do we scale globally? What capabilities will win in the next decade? Our work shapes market entry strategies, global operating models, M&A decisions, and long-term growth bets. We’re known for being data-led, execution-focused, and outcome-driven — not opinion-heavy slideware. At Zinnov, how you work matters as much as what you deliver. We value independent thinking, crisp communication, and early ownership. With 450+ professionals across 10 global offices, we work across industries including Digital Services, ER&D, Enterprise Software, Semiconductors, Healthcare, BFSI, Automotive, Media & Telecom, and Private Equity. Zinnov isn’t for everyone. It’s for people who want steep learning curves, honest feedback, and the chance to see their work influence real business decisions — not just presentations. Why Globalisation Excellence (GE) Zinnov's Globalisation Excellence (GE) practice helps enterprises build and scale Global Capability Centers (GCCs) end-to-end—from Design & Discovery to Build, Scale, and Run. In GE, you don't work in silos. You: Own complex, end-to-end client journeys Work across GCC advisory, managed services, and BOT / outsourcing models Influence leadership decisions that shape long-term talent and operating strategies This is where strategy meets execution—and where talent plays a defining role. Responsibilities: Assist in providing inputs to manage the HR functions (HR Operations, Compensation, Learning and Development, Talent Management, Employer Branding); conceptualizing and implementing programs. HR Team and Processes Keeps a tab on the pulse of

Z
14 days ago

About Zinnov Zinnov is a global management consulting firm that helps organizations make decisions that actually get used — and deliver results that matter. For over two decades, we’ve partnered with leading enterprises, high-growth technology companies, and investors to answer some of the toughest questions they face: Where should we invest? How do we scale globally? What capabilities will win in the next decade? Our work shapes market entry strategies, global operating models, M&A decisions, and long-term growth bets. We’re known for being data-led, execution-focused, and outcome-driven — not opinion-heavy slideware. At Zinnov, how you work matters as much as what you deliver. We value independent thinking, crisp communication, and early ownership. With 450+ professionals across 10 global offices, we work across industries including Digital Services, ER&D, Enterprise Software, Semiconductors, Healthcare, BFSI, Automotive, Media & Telecom, and Private Equity. Zinnov isn’t for everyone. It’s for people who want steep learning curves, honest feedback, and the chance to see their work influence real business decisions — not just presentations. Why Globalisation Excellence (GE) Zinnov's Globalisation Excellence (GE) practice helps enterprises build and scale Global Capability Centers (GCCs) end-to-end—from Design & Discovery to Build, Scale, and Run. In GE, you don't work in silos. You: Own complex, end-to-end client journeys Work across GCC advisory, managed services, and BOT / outsourcing models Influence leadership decisions that shape long-term talent and operating strategies This is where strategy meets execution—and where talent plays a defining role. Responsibilities: Assist in providing inputs to manage the HR functions (HR Operations, Compensation, Learning and Development, Talent Management, Employer Branding); conceptualizing and implementing programs. HR Team and Processes Keeps a tab on the pulse of

Who we are: Since 2009, we've been on a mission to bring sustainable fashion to everyone. Named one of Fast Company’s Brands That Matter and winning a Best Carbon Footprint award, we have big goals like being Climate Positive by 2025 , Circular by 2030 , and pushing the whole industry forward along the way. Our work has gotten love in Drapers and Sourcing Journal , and TIME wrote about how great our CEO, Hali Borenstein, is. Basically, we're saving the Earth and looking damn good doing it. We're a global brand with 50+ stores (nd counting) around the world, and our own sustainable factory in LA . We innovate across categories like accessories , swimwear , and sleepwear , and we reach millions of people with campaigns like this , this and this . None of this work is possible without the incredible people behind it. We're a mission-based company that invests in an inclusive culture, so we can innovate together and ensure everyone has the space to grow, thrive, and belong. And starting right now, we want to do all that with you. Work Location/ Schedule: Available to work a minimum of 20 hours per week Available to work a minimum of 3 days per week, weekends included Able to work flexible schedule (days, nights, weekends, & holidays if required to meet the needs of the business) Seasonal Sales Associate: No position at Reformation is about the status quo, every team member is passionate about building a company rooted in excellence. Obsessed with customers and sustainability we use tech to create a unique interaction between our customers, employees, and the Reformation brand. The Associate will execute all efforts required to achieve individual sales goals. Reporting to the Store Manager, essential responsibilities include but are not limited to: What You’ll Do: Consistently meet and exceed sales goals. Assist in clientele generation through customer engagement. Contribute to an in-store experience for customers that both surprises and delights them.&nb

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OpenAI
📍 San Francisco• Full-time• Remote• $185K – $385K/yr
14 days ago

About the Team The Plugin Developer Platform team builds the APIs, SDKs, and tools that let people extend ChatGPT and Codex. We work on plugins, connectors, the Model Context Protocol (MCP), and interactive apps. We want anyone to be able to turn a useful workflow into a plugin, share it, and have other people use it. A plugin can package instructions and skills with connections to the tools and data it needs. Our work covers plugin creation and publishing, the systems that run plugins across our products, and open standards that developers can build on. About the Role We’re looking for an experienced Android engineer to bring plugins, connectors, and interactive apps to life on mobile. You’ll build the Android experiences and platform foundations that help developers extend ChatGPT and help users discover and use those capabilities from their devices. You’ll work across native Android interfaces, developer-facing APIs, and the systems that support extensibility on mobile. You’ll collaborate closely with product, design, and platform engineers, owning features from early exploration through implementation, launch, and iteration. You’ll also engage directly with developers and partners to understand how their workflows translate to Android. Their experience will inform the interfaces and abstractions you build, the problems you prioritize, and the tradeoffs you make. This role is based in San Francisco. We use a hybrid work model of 3 days in the office per week and offer relocation assistance to new employees. In this role, you will: Build Android experiences for plugins, connectors, and interactive apps within ChatGPT. Develop reusable Android components and interfaces that support a growing ecosystem of developer-built experiences. Partner with platform engineers to connect native mobile experiences with APIs, SDKs, and backend systems. Work with developers and partners to identify integration challenges and improve the experience of building for mobile. Improve a

REMOTEartificial intelligenceaikotlin
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A
14 days ago

Who We Are Addepar is a global data and AI platform empowering investment professionals to turn complex financial information into actionable intelligence. Addepar unifies portfolio, market and client data in a total portfolio view and delivers AI-powered insights within investment and client workflows. More than 1,500 firms in 60 countries use Addepar to manage and advise on nearly $10 trillion in assets. Its open platform integrates with 650 software, data and consulting partners to power end-to-end investment operations across firms of all sizes and levels of complexity. Addepar supports clients worldwide with offices in New York City, Salt Lake City, São Paulo, London, Edinburgh, Geneva, Warsaw, Dubai, Pune and Singapore. The Role We are currently seeking a Client Success Strategy and Operations Senior Analyst. Addepar is looking for a driven and adaptable professional to join our Client Success Strategy & Operations team. In this role, you'll help define and optimize how our Client Success and Services organization operates. You'll develop recommendations and solutions that bridge the gap between our client success vision and the people, processes, and systems that deliver on it day to day. You'll work cross-functionally across CS, Services, Sales, and R&D to drive alignment and ensure our clients are set up for long-term success. This is a dynamic role ideal for someone looking to combine strategic thinking with hands-on operational execution in a high-growth SaaS environment. Applicants must be legally authorized to work in the United States for any employer without requiring current or future visa sponsorship (for example, employment-based visas such as H-1B , F-1 /OPT, or similar), and must be authorized to begin work in the U.S. on their first day of employment. What You'll Do Bring analytical rigor and creative problem-solving to Client Success operations, developing strategies and operational frameworks to improve health scoring, net revenu

aiExcelfinance
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Pinterest
📍 San Francisco• Remote• $123.7K – $254.7K/yr
14 days ago

About Pinterest: Millions of people around the world come to our platform to find creative ideas, dream about new possibilities and plan for memories that will last a lifetime. At Pinterest, we’re on a mission to bring everyone the inspiration to create a life they love, and that starts with the people behind the product. Discover a career where you ignite innovation for millions, transform passion into growth opportunities, celebrate each other’s unique experiences and embrace the flexibility to do your best work. Creating a career you love? It’s Possible. At Pinterest, AI isn't just a feature, it's a powerful partner that augments our creativity and amplifies our impact, and we’re looking for candidates who are excited to be a part of that. To get a complete picture of your experience and abilities, we’ll explore your foundational skills and how you collaborate with AI. Through our interview process, what matters most is that you can always explain your approach, showing us not just what you know, but how you think. You can read more about our AI interview philosophy and how we use AI in our recruiting process here . Pinterest is seeking an experienced Security Engineer to build and implement detection and response improvements and adapt to emerging threats to protect employees and infrastructure. In this role you will have the opportunity to solve challenging problems and provide a meaningful impact on our overall security posture. We are looking for a candidate with a passion for both security and innovation. What you'll do: Build alerts and automation workflows to improve capabilities to detect and response to external and internal security threats Manage our logging pipelines and infrastructure and onboard new logging sources to improve our detection coverage Develop and maintain internal tooling to expand and automate team detection and response capabilities Respond to alerts generated from our tooling and run incidents as part of an on-call rotation Co

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At United Integrated Services (UIS), we build more than facilities—we build the infrastructure that enables technologies to shape the future. As a global engineering and construction company specializing in the semiconductor industry, UIS brings together talented people, technical expertise, and innovative solutions to deliver the most complex and critical projects in the industry. Our U.S. team is helping build the next generation of advanced semiconductor manufacturing facilities, working alongside some of the world's leading technology companies. Our work requires precision, collaboration, accountability, and a commitment to doing things the right way—from the planning and engineering stages through construction and project completion. As UIS continues to grow, we are building more than projects. We are building teams, developing careers, and creating opportunities for talented professionals to make a meaningful impact. If you are looking for an opportunity to work on challenging projects, grow your career, and be part of something bigger, we invite you to build the future with UIS. WHAT WE OFFER Comprehensive Benefits – Medical, Dental, Vision, Short-Term Disability (STD), Long-Term Disability (LTD), and Life Insurance provided at no cost to employees. Competitive Compensation – Competitive salaries and opportunities for performance-based incentives. Career Growth – Opportunities to develop your skills, take on new challenges, and grow with a rapidly expanding organization, supported by education reimbursement for eligible employees pursuing continued learning and professional development. Meaningful Work – The opportunity to contribute to some of the most advanced semiconductor construction projects in the country. Collaborative Environment – Work alongside experienced professionals across engineering, construction, project management, safety, procurement, and operations. Summary: The Project Support Coordinator assists in the day-to-day op

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R
14 days ago

Who we are: Since 2009, we've been on a mission to bring sustainable fashion to everyone. Named one of Fast Company’s Brands That Matter and winning a Best Carbon Footprint award, we have big goals like being Climate Positive by 2025 , Circular by 2030 , and pushing the whole industry forward along the way. Our work has gotten love in Drapers and Sourcing Journal , and TIME wrote about how great our CEO, Hali Borenstein, is. Basically, we're saving the Earth and looking damn good doing it. We're a global brand with 50+ stores (and counting) around the world, and our own sustainable factory in LA . We innovate across categories like accessories , swimwear , and sleepwear , and we reach millions of people with campaigns like this , this and this . None of this work is possible without the incredible people behind it. We're a mission-based company that invests in an inclusive culture, so we can innovate together and ensure everyone has the space to grow, thrive, and belong. And starting right now, we want to do all that with you. Work Location/ Schedule: Available to work a minimum of 40 hours per week Daily open availability across a full 7 day work week Able to work flexible schedule (days, nights, weekends, & holidays if required to meet the needs of the business) Assistant Store Manager : No position at Reformation is about the status quo, every team member is passionate about building a company rooted in excellence. Obsessed with customers and sustainability we use tech to create a unique interaction between our customers, employees, and the Reformation brand. The Assistant Manager will help lead and execute all efforts required to achieve individual store goals. Reporting to the Store Manager, essential responsibilities include but are not limited to: What You’ll Do: Measure and Monitor sales performance taking action to improve business performance when needed. Consistently meet and exceed store sales goals. Drive the execution of an elev

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OpenAI
📍 Singapore• Full-time• Remote
14 days ago

About the Team The SMB Ads team helps businesses discover, adopt, and grow with OpenAI’s advertising solutions. As we scale globally, we are building a high-performing sales organization that combines operational excellence, strong customer experiences, and AI-native ways of working. We partner closely with Sales, Revenue Operations, Finance, Product, Enablement, Program Management, and external BPO partners to drive advertiser acquisition, activation, revenue growth, and retention. About the Role We are hiring a BPO Lead to build and scale the outsourced operating model that supports our Ads business in APAC and globally. This is a builder role. You will design the governance, performance systems, capacity plans, quality programs, and accountability mechanisms that enable our BPO partners to deliver exceptional commercial outcomes. You will work across internal teams and external partner leadership to improve seller productivity, advertiser growth, forecasting accuracy, and operational quality. This is a highly cross-functional individual contributor role that sits at the intersection of Ads Sales, SMB, Revenue Operations, Finance, Enablement, Product, Program Management, and external BPO leadership. You will help define how OpenAI operates with external partners and build the systems, processes, and accountability mechanisms that enable the business to scale. This role is based in Sydney. We use a hybrid work model of 3 days in the office per week and offer relocation assistance to new employees. In this role, you will: Build and scale BPO operating models, governance structures, and performance frameworks for Ads Drive results across revenue, pipeline, advertiser acquisition, activation, retention, seller productivity, and quality Lead business reviews and executive governance forums with BPO partners and internal stakeholders Develop scorecards, forecasts, inspection mechanisms, and escalation processes that surface risks early Improve sales quality through play

REMOTEartificial intelligenceaifinance
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Ramp
📍 New York• Full-time• Remote• $230K – $325K/yr
14 days ago

About Ramp Ramp is building the smart infrastructure for finance teams, embedded in the transaction flow of every dollar a business spends. We automate how over $200B in annualized spend flows in and out of 70,000+ companies: authorizing payments, flagging risk, categorizing spend, and closing books. The problems are high-stakes, data-dense, and unforgiving. We hire people with high agency and high urgency. We look for slope over intercept. We care less about where you trained and more about what you’ve built. At Ramp, everyone is a builder who owns problems end to end and makes consequential decisions that shape the outcome. The median Ramp customer saves 5% and grows revenue 16% in their first year – far in excess of businesses operating without Ramp. We believe every ambitious company deserves the same. If you want to build systems that directly shape how companies move and manage billions, Ramp is the place to do it. About the Role Buying something for a business should not require finance teams to piece together requests, purchase orders, receipts, and invoices across disconnected systems. Ramp is building a procurement experience that helps employees get what they need, gives finance teams control over commitments, and helps businesses pay for what they actually received. As a Product Manager for Ramp’s Procurement offering, you will own the vision, strategy, and roadmap for Ramp’s core procurement capabilities, including sourcing, requisition, approval workflows, renewals, purchase orders, receiving, two- and three-way matching, and inventory management. You will work with Engineering, Design, and Data to turn complex purchasing and accounting requirements into products that are easy to start using and reliable as customers grow. AI creates an opportunity to rethink this work: build agentic buying experiences for employees, automate work for approvers and stakeholders, and businesses make better purchasing decisions. You will decide where automation can take

REMOTEaiaccountingfinance
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CG
14 days ago

ABOUT THE BRAND: Callaway Golf Company is a premium golf equipment, gear and apparel company with a portfolio of global brands, including Callaway Golf, Odyssey, TravisMathew, and OGIO. Through an unwavering commitment to innovation and premium craftsmanship, Callaway designs, manufactures, and sells high-performance golf clubs, golf balls, apparel, bags, and other accessories—setting the standard for performance in the game of golf. Our Mission: To create demonstrably superior and pleasingly different products powered by innovative technology and premium craftsmanship enabling golfers of all abilities to play their best and find more joy in the game. Our company is a blend of experience and diverse backgrounds, and together we look to leave the past behind while moving the game forward. For more information, please visit https://www.callawaygolf.com Callaway Golf Europe is excited to offer a fantastic opportunity to join our Sales team as an Area Sales Manager – Denmark West . Work Arrangement: This position is a field based role, you will need to hold a valid driver’s license and be based in the West of Denmark , or willing to relocate. The Area Sales Manager – Denmark West will join us on a full time, permanent basis, and in return you will receive a competitive salary dependant on experience, alongside a range of benefits, including: Sales Incentive Scheme Company Van + fuel card Statutory employer pension contributions Paid holiday and statutory benefits Life insurance About the Role As an Area Sales

REMOTEExcel
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Topgolf
📍 West Des Moines
14 days ago

Job Responsibilities Clean and sanitize various areas of the venue, including restrooms, dining areas, and kitchen spaces. Empty trash receptacles and ensure proper disposal of waste. Sweep, mop, and vacuum floors and perform routine maintenance tasks. Assist in maintaining inventory of cleaning supplies and notify when reordering is necessary. Report any maintenance or safety issues to the appropriate personnel. Support the team in maintaining a safe and welcoming environment for guests. Adhere to health and safety guidelines and regulations. Critical Skills & Experience Requirements Ability to perform cleaning tasks with attention to detail and efficiency. Basic knowledge of cleaning products and equipment. Physical fitness and stamina to perform cleaning duties. Previous experience in a similar role is preferred. Knowledge of health and safety regulations is a plus. ADA The above statements cover what are generally believed to be principal and essential functions of the job. Specific circumstances may allow or require some incumbents assigned to the job to perform a different combination of duties. EEO Statement Topgolf is a global sports and entertainment community and is committed to equal opportunity and is firmly committed to preventing discrimination and harassment, including sexual misconduct, based on legally protected diversity characteristics (such as race, color, religion, national origin, sex, age, disability, sexual orientation, gender identity or expression, family status, citizenship, genetic information and veteran status) in its application and hiring processes and in its employment decisions. As an affirmative action employer, Topgolf also ta

human resources
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