Jobs in Canada

Ai Adoption And Change Management in Canada

1,285 active opportunities · Updated October 2026

Explore current ai adoption and change management jobs across Canada. Filter by work mode, employment type, experience, department, date posted and distance.

I
📍 New York, NY OR Los Angeles, Canada
✓ Quality checkedCompany trend -100%

InMobi Advertising is a global technology leader helping marketers win the moments that matter. Our advertising platform reaches over 2 billion people across 150+ countries and turns real-time context into business outcomes, delivering results grounded in privacy-first principles. Trusted by 30,000+ brands and leading publishers, InMobi is where intelligence, creativity, and accountability converge. By combining lock screens, apps, TVs, and the open web with AI and machine learning, we deliver receptive attention, precise personalization, and measurable impact. Through Glance AI, we are shaping AI Commerce, reimagining the future of e-commerce with inspiration-led discovery and shopping. Designed to seamlessly integrate into everyday consumer technology, Glance AI transforms every screen into a gateway for instant, personal, and joyful discovery. Spanning diverse categories such as fashion, beauty, travel, accessories, home décor, pets, and beyond, Glance AI delivers deeply personalized shopping experiences. With rich first-party data and unparalleled consumer access, it harnesses InMobi’s global scale, insights, and targeting capabilities to create high impact, performance driven shopping journeys for brands worldwide. Recognized as a Great Place to Work, and by MIT Technology Review, Fast Company’s Top 10 Innovators, and more, InMobi is a workplace where bold ideas create global impact. Backed by investors including SoftBank, Kleiner Perkins, and Sherpalo Ventures, InMobi has offices across San Mateo, New York, London, Singapore, Tokyo, Seoul, Jakarta, Bengaluru and beyond. At InMobi Advertising , you’ll have the opportunity to shape how billions of users connect with content, commerce, and brands worldwide. To learn more, visit www.inmobi.com Group Product Manager – Web Location: New York, NY Team: Advertising · New Surfaces / Web Monetization Reports to: Jimit Doshi InMobi Advertising is a gl

Machine LearningAIPmp
O
📍 Toronto, Ontario, Canada
✓ Quality checkedCompany trend -63.6%

Secure Every Identity, from AI to Human Identity is the key to unlocking the potential of AI. Okta secures AI by building the trusted, neutral infrastructure that enables organizations to safely embrace this new era. This work requires a relentless drive to solve complex challenges with real-world stakes. We are looking for builders and owners who operate with speed and urgency and execute with excellence. This is an opportunity to do career-defining work. We're all in on this mission. If you are too, let's talk. The Auth0 Delivery Enablement & Operations team is seeking a Senior Technical Program Manager to drive the cross-functional delivery of our most strategic portfolio of work in Platform Infrastructure. We are seeking an individual with a passion for technology, infrastructure, and operational excellence. The Senior Technical Program Manager will partner with Product and Engineering teams to implement, maintain, and optimize complex operational processes, inclusive of clarifying needs and value, securing commitment from teams across the organization, setting timelines, and facilitating ongoing delivery and execution. This role will report to the Senior Manager, Technical Program Management. You will: Drive large-scale, complex, cross-functional programs from design through delivery. Partner with Product and Engineering to define scope, value, and technical requirements, securing commitments across organizations. Orchestrate planning, prioritization, and execution, managing the integrated program plan and timelines across disparate functions. Proactively identify and resolve risks, dependencies, and impediments, clearly communicating trade-offs and solutions to stakeholders. Build and maintain strong relationships , serving as the central point of contact and providing consistent transparency into program goals, progress, and quality. Energize cross-functional teams to achieve ambitious objectives and uphold world-class operational excellence and sec

Machine LearningArtificial IntelligenceAIPmp
A
📍 Canada· Full-time
✓ High-confidence listingCompany trend -87.1%

From C$83K/yr

Quick readStrong listing-quality and freshness signals

Airbnb was born in 2007 when two hosts welcomed three guests to their San Francisco home, and has since grown to over 5 million hosts who have welcomed over 2 billion guest arrivals in almost every country across the globe. Every day, hosts offer unique stays and experiences that make it possible for guests to connect with communities in a more authentic way. Airbnb a pris le jour en 2007 lorsque deux Hôtes ont accueilli trois invités dans leur maison de San Francisco, et compte depuis lors plus de 4 millions d'Hôtes qui ont accueilli plus d'un milliard d'invités dans presque tous les pays du monde. Chaque jour, les Hôtes proposent des séjours et des expériences uniques qui permettent aux invités de se connecter de manière plus authentique aux communautés. La communauté qui vous attend : L'équipe AirCover est chargée de concevoir, de créer, de lancer et de gérer l'activité AirCover au sein d'Airbnb. On a l'énorme responsabilité envers notre communauté d'hôtes et de voyageurs d'être présents quand leurs réservations ne se déroulent pas exactement comme prévu. On a beaucoup de travail à accomplir dans les prochaines années et on cherche une personne qui nous aidera à gérer tout ce qui doit être fait pour offrir des services exceptionnels à notre communauté. Votre contribution : En tant que gestionnaire des réclamations complexes, vous jouerez un rôle essentiel dans la protection de l'intégrité de notre plateforme Aircover en déterminant, en étudiant et en gérant efficacement les stratégies de risque et d'atténuation pour résoudre les réclamations de pertes complexes et importantes. Vous gérerez les partenaires pour définir les priorités, renforcer la responsabilité, apporter des améliorations et faire évoluer les réclamations qui affectent Airbnb. Vous travaillerez avec des partenaires internes et externes pour définir les priorités, renforcer la responsabilité et apporter des améliorations. Vous travaillerez en étroite collaboration avec des équipes

VueAIGoExcel
JI
📍 San Francisco, CA, Canada
✓ Quality checkedCompany trend -83.3%

JLL empowers you to shape a brighter way . Our people at JLL are shaping the future of real estate for a better world by combining world class services, advisory and technology for our clients. We are committed to hiring the best, most talented people and empowering them to thrive, grow meaningful careers and to find a place where they belong. Whether you’ve got deep experience in commercial real estate, skilled trades or technology, or you’re looking to apply your relevant experience to a new industry, join our team as we help shape a brighter way forward. ****This role must be on site in either San Francisco, Chicago or NYC**** The Opportunity The Global Account Director is accountable for developing and implementing an account plan which will delight our clients and ensure a healthy long-term relationship. This executive leader anticipates client needs and delivers to exceed the key performance indicators within the contract and builds financial plans while striving to maximize revenue and profitability. The Account Director builds and sustains high-performing teams which not only deliver operational excellence but keep employees engaged and thriving. In conjunction with the Work Dynamics leadership team, the Account Director understands the firm's strategy and goals and can translate those into business opportunities. This is the top leadership role on the account. Primary Responsibilities: Exceeding Client Expectations Create an account plan which ensures alignment of objectives, drives results and helps to secure a future with no-bid contract renewals Drive account growth by articulating our value proposition and ensuring expansion of services provided across Integrated Facility Management (IFM), Property and Development Services (PDS), lease administration, and subtenant management Establish outstanding relationships with k

Artificial IntelligenceAIRecruitment
G
📍 British Columbia, Canada
✓ Quality checkedCompany trend -100%

Location Details: Canada - BC or ON (remote) At GoDaddy the future of work looks different for each team. Some teams work in the office full-time; others have a hybrid arrangement (they work remotely some days and in the office some days) and some work entirely remotely.​ This is a remote position, so you’ll be working remotely from your home. You may occasionally visit a GoDaddy office to meet with your team for events or meetings. Join our team GoDaddy - Global Production Engineering looks after GoDaddy's global infrastructure, in the cloud and on-premises. We are hiring an experienced Technical Program Manager, focused on our AWS cloud infrastructure, to plan, lead and deliver complex cross-team initiatives. This is a heavily coordination-focused role: you will own the execution of a portfolio of AWS cloud platform and cost-savings programs, working hands-on with software engineers, engineering managers and SREs to achieve outcomes aligned with the strategy. You will drive dependencies end-to-end, facilitate trade-off decisions, and give collaborators and leadership clear, reliable access to status and risk. You will be an integral part of the Technical Program Management team, partnering closely with engineering leads to ensure GoDaddy delivers on its planned objectives and global strategy. What you'll get to do... Own end-to-end delivery of a portfolio of concurrent cloud platform programs, coordinating across engineering and partner teams to manage scope, schedule and dependencies against the critical path. Drive cost-savings program coordination, including tracking, reporting and surfacing risks to goals and achievements proactively. Run intake and prioritization processes and keep priority pages and status sources current and trustworthy. Serve as the central coordination point across teams, facilitating trade-off and negotiation discussions, driving alignment, and resolving roadblocks with minimal issues. Build reports, scorecards and dashboards to c

AWSAIProject Management
L
📍 Toronto, Canada
✓ Quality checkedCompany trend -73.6%

At Lyft, our purpose is to serve and connect. We aim to achieve this by cultivating a work environment where all team members belong and have the opportunity to thrive. The Rider Loyalty team is where riders become members. We build the membership, rewards, and benefits products that give people a reason to choose Lyft on every trip, and we make sure the value a rider has earned shows up at the moment it matters. Loyalty sits inside the Rider Loyalty, Partnerships, and Rider Pay (PLP) group. You will lead a team of engineers across iOS, Android, and Server. You will own the membership and rewards platform end to end and work daily with Product, Design, Data Science, and Partnerships. Responsibilities: Own the Loyalty roadmap from strategy through delivery. Turn goals like member growth and retention into an engineering plan, and manage the dependencies that run through Partnerships and Rider Pay. Build and scale the systems behind membership, rewards earning and redemption, and benefit delivery. Hold a high technical bar through architecture reviews, tech debt management, observability, reliability, and on-call. Grow engineers by matching people to the right opportunities, setting clear expectations, and giving feedback early. Experience: 5+ years building software professionally, including 2+ years directly managing engineers. You have managed a team that shipped both mobile and backend work, and you can still read and review code in at least one of those areas. You have owned a consumer product used by millions of people each month. You use AI tools in your own work and have a clear view of where they help and where they do not. BS/MS in Computer Science, Computer Engineering, or a related field, or equivalent practical experience. Benefits: Extended health and dental coverage options, along with life insurance and disability benefits Mental health benefits Family building benefits Child care and pet benefits Access to a Lyft funded Health Care Savings Accou

Artificial IntelligenceAI
S
📍 South San Francisco, CA· Full-time
✓ High-confidence listingCompany trend -91.7%

$274.5K – $334.6K/yr

Quick readStrong listing-quality and freshness signals

Who we are About Stripe Stripe, LLC. is a financial infrastructure platform for businesses. Millions of companies - from the world’s largest enterprises to the most ambitious startups - use Stripe to accept payments, grow their revenue, and accelerate new business opportunities. Our mission is to increase the GDP of the internet, and we have a staggering amount of work ahead. That means you have an unprecedented opportunity to put the global economy within everyone's reach while doing the most important work of your career. What you’ll do Responsibilities Partner with the Tax team stakeholders to design and implement features of our financial systems that include Oracle Cloud Applications (Financials, TRCS, Fusion Tax), Stripe homegrown Tax Solutions and many other tools. Identify opportunities to automate Tax processes, work on transformation initiatives, implement SOX controls and maintain our financial Applications. Lead Finance systems (primarily Tax area including but not limited to Direct and Indirect Taxes) projects and strategic initiatives - including implementation of new tools and business process changes - from requirements, tool selection, system design, implementation, UAT, training, go-live & post go-live support. Serve as a technology liaison with Tax stakeholders to understand their pain points, opportunities for process improvements, automation & efficiency gains, create strategic roadmap and provide them with technology solutions. Demonstrate an understanding of increasingly complex sales tax, transfer pricing and Tax provisioning concepts and effectively apply knowledge to develop and maintain tax systems and data flows. Design solutions and make architecture decisions by benchmarking with industry best practices to help us scale for the future. Partner with Engineering product teams to develop & deliver technical solutions to optimize financial workflow and integration with other Stripe internal sy

SQLAIGoProject Management
L
📍 Toronto, Canada· Full-time
✓ High-confidence listingCompany trend -73.6%

From C$108K/yr

Quick readStrong listing-quality and freshness signals

At Lyft, our purpose is to serve and connect. We aim to achieve this by cultivating a work environment where all team members belong and have the opportunity to thrive. To fulfill Lyft’s mission of creating the real-time transportation network of the future, Lyft needs engineers from a scope of disciplines. We need engineers to help us intelligently scale our backend infrastructure, to increase pricing in real time given localized supply and demand data, to predict future localized demand, to create delightful and intuitive UX flows for passengers and drivers, to improve our cloud infrastructure orchestration and monitoring, to increase dispatched driver-passenger pairings based on real-time data and real-world edge cases, to build tools to increase the efficiency of our customer service team, and more. You're an enthusiastic and experienced app developer looking to take your skills to the next level by joining our iOS team. You’re excited about scaling millions of lines of Swift code and hundreds of mobile developers. Our app is used by millions of people, and we take great pride in our work. This means excellent development practices, careful code architecture, and an organization built around rapid releases. Our codebase is written entirely in Swift with modern design patterns and coding standards. We rely on 3rd party libraries and contribute back to the community (including the Swift language itself). Responsibilities Help establish roadmap and architecture based on technology and our needs Write well-crafted, well-tested, readable, maintainable code Participate in code reviews to ensure code quality and distribute knowledge Share your knowledge by giving brown bags, tech talks, and promoting appropriate tech and engineering best practices Performing thoughtful code reviews for colleagues, and help others by conducting high-quality code reviews Participate in hiring activities: take part in technical interviews, live coding, share detailed feedback to hir

ReactAISwiftExcel
T
📍 San Francisco, CA· Full-time
✓ High-confidence listingCompany trend -94.6%

From $74.4K/yr

Quick readStrong listing-quality and freshness signals

About Us Twitch is the world’s biggest live streaming service, with global communities built around gaming, entertainment, music, sports, cooking, and more. It is where thousands of communities come together for whatever, every day. We’re about community, inside and out. You’ll find coworkers who are eager to team up, collaborate, and smash (or elegantly solve) problems together. We’re on a quest to empower live communities, so if this sounds good to you, see what we’re up to on LinkedIn and X , and discover the projects we’re solving on our Blog . Be sure to explore our Interviewing Guide to learn how to ace our interview process. About the Role Twitch is searching for a People Partner to join our People and Places team. Reporting to the Director, People Business Partners and Employee Relations, you will support our employees, senior managers and Principal People Business Partners with our people programs and experiences at Twitch. Our people partners need to understand our business, have a connection to our employees, and a passion for our culture. They develop relationships which allow them to address pain points and ensure we have a workplace where everyone can contribute. Success in this role comes from maintaining organized routines, demonstrating strong follow-through, and building effective partnerships with both the People team, managers and employees. This role requires excellent organizational skills and the ability to thrive in a fast-paced environment where no two days are the same. You Will: Establish relationships with leaders up to the senior manager level, acting as a liaison between the People Team and the business. Coach senior managers on behaviors that impact engagement and retention. Reinforce expectations and guide leaders in effectively utilizing available resources to improve team communication, recognition, and performance conversations. Provide frontline employee support by responding to inquiries,

RestAIGoExcel
O
📍 Toronto, Ontario, Canada· Full-time
✓ High-confidence listingCompany trend -63.6%

From C$146K/yr

Quick readStrong listing-quality and freshness signals

Secure Every Identity, from AI to Human Identity is the key to unlocking the potential of AI. Okta secures AI by building the trusted, neutral infrastructure that enables organizations to safely embrace this new era. This work requires a relentless drive to solve complex challenges with real-world stakes. We are looking for builders and owners who operate with speed and urgency and execute with excellence. This is an opportunity to do career-defining work. We're all in on this mission. If you are too, let's talk. Okta enables universal, secure access to technology for every user and organization. The Device Identity and Access team ensures that every endpoint interacting with corporate resources is trusted, healthy, and secure. Our pillar spans four domains: Device Identity, Device Authentication, Device Security Posture, and Endpoint AI Security. We are hiring a Senior Product Manager to drive our Zero Trust Authentication group. In this role, you will lead the core execution, performance, and deployment strategy for Okta’s foundational endpoint products. You will own the operational excellence of Okta Verify , FastPass , and Device Assurance , ensuring that our core passwordless authentication flows and device posture engines remain performant, secure, and incredibly easy for global enterprises to deploy at scale. This is a critical, high-impact role designed for a highly autonomous product manager. You will take on the tactical execution and smaller strategic investments for our endpoint authenticators, acting as the team's operational anchor so that our senior product leaders can continuously expand our strategic frontiers. What you will own You will bridge user experience and deep systems engineering to ensure our core authentication products scale reliably for millions of global users. Core Device Assurance Execution: Own the roadmap for our baseline security posture checks (such as OS version validation, disk encryption, and firewall status). You will m

AWSLinuxRestMachine Learning
O
📍 Washington, Ontario, Canada· Full-time
✓ High-confidence listingCompany trend -63.6%

From C$143K/yr

Quick readStrong listing-quality and freshness signals

Secure Every Identity, from AI to Human Identity is the key to unlocking the potential of AI. Okta secures AI by building the trusted, neutral infrastructure that enables organizations to safely embrace this new era. This work requires a relentless drive to solve complex challenges with real-world stakes. We are looking for builders and owners who operate with speed and urgency and execute with excellence. This is an opportunity to do career-defining work. We're all in on this mission. If you are too, let's talk. About this role Okta’s Brand and Creative team is looking for a Brand Art Director to own the visual voice of Okta across our social media presence, from LinkedIn to YouTube. This is our first dedicated creative hire for social, and you will set the creative standard for how Okta shows up in the feed. Embedded day to day with our Social team, you will design at the speed of culture, turning complex identity and security stories into content people stop for, engage with, and share. Our audience is senior, technical, and skeptical, made up of the leaders and practitioners responsible for security and identity. Much of what we make is in service of "Okta Secures AI," our story about securing identity in the agentic era, which also spans the humans and machines behind it. Your job is to make that story impossible to scroll past, expressing it with simplicity and a point of view that earns attention. You think in native formats and recognizable creative wrappers, and you know how to stretch the brand while keeping it unmistakably Okta. You are equal parts designer and cultural antenna, with a strong point of view on why content works and the speed to move from idea to published asset. What you will do Lead design for Okta's organic social channels, from concept to published asset, across static, carousel, and feed-first formats Build and evolve recurring creative formats so business initiatives translate into channel-native content quickly Translate the "Okta Se

AWSRestMachine LearningAI
O
📍 Washington, Ontario, Canada· Full-time
✓ High-confidence listingCompany trend -63.6%

From C$143K/yr

Quick readStrong listing-quality and freshness signals

Secure Every Identity, from AI to Human Identity is the key to unlocking the potential of AI. Okta secures AI by building the trusted, neutral infrastructure that enables organizations to safely embrace this new era. This work requires a relentless drive to solve complex challenges with real-world stakes. We are looking for builders and owners who operate with speed and urgency and execute with excellence. This is an opportunity to do career-defining work. We're all in on this mission. If you are too, let's talk. About our team The Brand and Creative team at Okta is a growing group within Marketing, composed of creatives, strategists, producers and marketing managers alike. Our team’s focus is to lead the brand, tell powerful stories and inspire creative excellence. As a partner to cross-functional teams across all of Okta, we tie our goals to our most important company initiatives, driving towards shared KPIs, strategies and processes to unify and push the brand and business forward. About this role We are looking for a passionate Digital Art Director to drive the creative experience on oktane.com with a knack for creating innovative, product storytelling digital experiences. You are an expert in digital and web properties, love solving product stories through visual and UI designs, enjoy working with design systems, and collaborating with cross-functional teams to get projects launched. Reporting into the Creative Director of Digital, you will be challenged to deliver design solutions against key digital marketing briefs. You will help craft innovative website experiences throughout the event lifecycle to showcase a world class event experience, always advocating for the brand and taking pride in beautiful, inspiring, and innovative work. This role will be instrumental in collaborating across the Creative Events, Event Marketing, and Digital teams to create effective and smart solutions that meet the brief requirements while pushing creative innovation

AWSGitRestMachine Learning
G
📍 Canada· Full-time
✓ High-confidence listingCompany trend -100%

From C$101.5K/yr

Quick readStrong listing-quality and freshness signals

Location Details: Remote, Canada - British Columbia or Ontario At GoDaddy the future of work looks different for each team. Some teams work in the office full-time; others have a hybrid arrangement (they work remotely some days and in the office some days) and some work entirely remotely.​ This is a remote position, so you’ll be working remotely from your home. You may occasionally visit a GoDaddy office to meet with your team for events or meetings. What you'll get to do... Own lifecycle email campaigns end ‑ to ‑ end, setting strategy and acting as a thought partner to define objectives , target audiences, segmentation, and messaging Lead brief development, copywriting, and creative direction, and drive execution across build, QA, launch, and post ‑ campaign analysis for continuous optimization Build and deploy campaigns in SFMC, including data extensions, dynamic/ personalized content, and basic automations Use basic SQL to define, validate , suppress, and measure audiences, ensuring accurate targeting and measurement readiness Partner closely with Product, PMM/GTM, Design, Analytics, and Engineering to translate business goals into effective briefs, launches, performance insights, and an experimentation roadmap Your experience should include... 6+ years of experience in email/ lifecycle marketing, building campaigns from the ground up using a marketing automation platform (preferably Salesforce Marketing Cloud) for US audiences Proven end ‑ to ‑ end ownership from concept to launch (brief → copy/creative → build → QA → deploy), with strong project management and stakeholder communication skills Strong copywriting, creative direction, and lifecycle marketing strategy mindset to deliver high ‑ quality, high ‑ performing email campaigns Working knowledge of SQL for audience selection and validation (joins, aggregations, suppression, data

O
📍 Toronto, Ontario, Canada· Full-time
✓ High-confidence listingCompany trend -63.6%

From C$160K/yr

Quick readStrong listing-quality and freshness signals

Secure Every Identity, from AI to Human Identity is the key to unlocking the potential of AI. Okta secures AI by building the trusted, neutral infrastructure that enables organizations to safely embrace this new era. This work requires a relentless drive to solve complex challenges with real-world stakes. We are looking for builders and owners who operate with speed and urgency and execute with excellence. This is an opportunity to do career-defining work. We're all in on this mission. If you are too, let's talk. The Staff Software Engineer Opportunity Passkeys, powered by FIDO2 WebAuthn, are revolutionizing how people authenticate—bringing us into a passwordless future that’s more secure and seamless than ever before.At Okta, we’re on a mission to help enterprises and consumers embrace this transformation. We’re building cutting-edge phishing-resistant authenticators and passkey solutions that make security stronger while making life easier for users. Our products empower businesses to leave passwords behind and defend against modern threats with innovative, user-friendly technology. We are looking for a Staff Software Engineer to join the Passwordless team. As a Staff Engineer, you will be a technical leader, making large, independent contributions and shaping the future of how millions of users access technology securely. This is a role for an engineer who thrives on solving ambiguous problems and taking ownership of end-to-end solutions. You will not only execute on complex technical challenges but also influence the team's direction, mentor other engineers, and proactively identify opportunities to improve our products and processes. If you are passionate about building highly reliable, scalable systems and want to define the future of passwordless authentication, we’d love for you to join us. What you’ll be doing Partner closely with product, design, and other cross-functional stakeholders to own problem spaces and ensure we are building the right solutions fo

JavaReactAngularVue
S
📍 San Francisco, Canada· Full-time
✓ Quality checkedCompany trend -100%

Employee Applicant Privacy Notice Who we are: Shape a brighter financial future with us. Together with our members, we’re changing the way people think about and interact with personal finance. We’re a next-generation financial services company and national bank using innovative, mobile-first technology to help our millions of members reach their goals. The industry is going through an unprecedented transformation, and we’re at the forefront. We’re proud to come to work every day knowing that what we do has a direct impact on people’s lives, with our core values guiding us every step of the way. Join us to invest in yourself, your career, and the financial world. The Role: We’re building Commercial Banking from the ground up and are looking for a Principal Product Manager to lead the strategy, roadmap, and delivery of our next-generation business banking platform. This is a 0→1, company-level role responsible for defining how businesses move and manage money across modern rails — including Wires, ACH, FedNow, and emerging real-time/stablecoin settlement. You will set the vision, drive the roadmap and deliver the experiences and infrastructure that commercial clients need to run their businesses. You’ll operate with high autonomy, influence executive strategy, and lead complex, regulated financial systems from concept through scale. What you’ll do: Define the multi-year product vision and roadmap for Commercial Banking Own and deliver client facing experiences and APIs and end-to-end platform: business accounts, payments rails (Wires, ACH, FedNow), treasury capabilities, and APIs Lead 0→1 product development from discovery through launch and scale Manage and grow a product team to drive roadmap and delivery as business scales Partner cross-functionally with Business, Engineering, Risk, Compliance, Treasury, Finance, Sales and Operations teams to bring product roadmap to life Translate regulatory and operational constraints into elegant product

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