Job Description
Join the team redefining how the world experiences design. Hiya, g'day, mabuhay, kia ora, 你好, hallo, vítejte! Thanks for stopping by. We know job hunting can be a little time consuming and you're probably keen to find out what's on offer, so we'll get straight to the point. Where and how you can work The buzzing Canva London campus features several buildings around beautiful leafy Hoxton Square in Shoreditch. While our global headquarters is in Sydney, Australia, London is our HQ for Europe, with all kinds of teams based here, plus event spaces to gather our team and communities. You'll experience a warm welcome from our Vibe team at front of house, amazing home cooked food from our Head Chef and a variety of workspaces to hang out with your team mates or get solo work done. That said, we trust our Canvanauts to choose the balance that empowers them and their team to achieve their goals and so you have choice in where and how you work. What you’d be doing in this role As Canva scales, change continues to be part of our DNA. But we like to think that's all part of the fun. This role is focused on: Building ML models for AI-based photo editing, staying up-to-date with the literature and evaluating state-of-the-art models applicable for commercial use. Taking over project ownership responsibilities and driving projects with specialties like Frontend and Backend to success, involving ownership of project timeline and collaboration with Design and Product. Staying up-to-date with recent advances in AI for photo editing and bringing new ideas to the team for new AI-based features. Improving the quality of existing features through enhanced quality evaluation processes and introducing new ML ideas. Boosting the efficiency of existing features through code optimization and incorporating new models or Python libraries. Collecting data necessary for model training or delegating that to the Data Labelling team. You're probably a match if You have a Master's (ideally Ph.D.) degree in Computer Science (or similar), focusing on machine learning & published papers in peer-reviewed journals and conferences. You have a solid understanding of computer vision, especially the concepts of convolutional neural networks (CNNs), transformers, generative adversarial networks, and diffusion models. You are proficient with Deep learning frameworks (Pytorch gives bonus points, alternatively other frameworks like Tensorflow or JAX), Python 3, Numpy, OpenCV, Docker & Kubernetes. You can quickly acquire knowledge of the state-of-the-art of a specific ML topic since most projects start with a phase of literature research and communicating the context to the team. You have a deep understanding of machine learning at scale, including training sophisticated models on big datasets and deploying these models on cloud platforms. You have a demonstrable sense of ownership and are eager to develop novel solutions to challenging problems. You are an excellent communicator and teammate, keen to work collaboratively with your colleagues. About the team We are the Photo AI team. We push the boundaries of what is possible in Photo Editing and make a lasting impact on our users' creative journeys. Our mission is to position Canva as a leader in Visual AI by consistently delivering cutting-edge, AI-based features that enhance the Photo Editing experience. What's in it for you? Achieving our crazy big goals motivates us to work hard, but you'll experience moments of magic, connectivity, and fun woven throughout life at Canva. We also offer a range of benefits to support your success in and outside of work: Equity packages - we want our success to be yours too. Inclusive parental leave policy that supports all parents & carers. An annual Vibe & Thrive allowance to support your wellbeing, social connection, office setup & more. Flexible leave options that empower you to recharge and support you personally. Check out lifeatcanva.com for more info. Other stuff to know We make hiring decisions based on your experience, skills, and passion, as well as how you can enhance Canva and our culture. When you apply, please tell us the pronouns you use and any reasonable adjustments you may need during the interview process. We celebrate all types of skills and backgrounds at Canva, so even if you don’t feel like your skills quite match what’s listed above, we still want to hear from you! Please note that interviews are conducted virtually.
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Join the team redefining how the world experiences design. Hiya, g'day, mabuhay, kia ora, 你好, hallo, vítejte! Thanks for stopping by. We know job hunting can be a little time consuming and you're probably keen to find out what's on offer, so we'll get straight to the point. Where and how you can work The buzzing Canva London campus features several buildings around beautiful leafy Hoxton Square in Shoreditch. While our global headquarters is in Sydney, Australia, London is our HQ for Europe, with all kinds of teams based here, plus event spaces to gather our team and communities. You'll experience a warm welcome from our Vibe team at front of house, amazing home cooked food from our Head Chef and a variety of workspaces to hang out with your team mates or get solo work done. That said, we trust our Canvanauts to choose the balance that empowers them and their team to achieve their goals and so you have choice in where and how you work. What you’d be doing in this role As Canva scales, change continues to be part of our DNA. But we like to think that's all part of the fun. This role is focused on: Building ML models for AI-based photo editing, staying up-to-date with the literature and evaluating state-of-the-art models applicable for commercial use. Taking over project ownership responsibilities and driving projects with specialties like Frontend and Backend to success, involving ownership of project timeline and collaboration with Design and Product. Staying up-to-date with recent advances in AI for photo editing and bringing new ideas to the team for new AI-based features. Improving the quality of existing features through enhanced quality evaluation processes and introducing new ML ideas. Boosting the efficiency of existing features through code optimization and incorporating new models or Python libraries. Collecting data necessary for model training or delegating that to the Data Labelling team. You're probably a match if You have a Master's (ideally Ph.D.) degree in Computer Science (or similar), focusing on machine learning & published papers in peer-reviewed journals and conferences. You have a solid understanding of computer vision, especially the concepts of convolutional neural networks (CNNs), transformers, generative adversarial networks, and diffusion models. You are proficient with Deep learning frameworks (Pytorch gives bonus points, alternatively other frameworks like Tensorflow or JAX), Python 3, Numpy, OpenCV, Docker & Kubernetes. You can quickly acquire knowledge of the state-of-the-art of a specific ML topic since most projects start with a phase of literature research and communicating the context to the team. You have a deep understanding of machine learning at scale, including training sophisticated models on big datasets and deploying these models on cloud platforms. You have a demonstrable sense of ownership and are eager to develop novel solutions to challenging problems. You are an excellent communicator and teammate, keen to work collaboratively with your colleagues. About the team We are the Photo AI team. We push the boundaries of what is possible in Photo Editing and make a lasting impact on our users' creative journeys. Our mission is to position Canva as a leader in Visual AI by consistently delivering cutting-edge, AI-based features that enhance the Photo Editing experience. What's in it for you? Achieving our crazy big goals motivates us to work hard, but you'll experience moments of magic, connectivity, and fun woven throughout life at Canva. We also offer a range of benefits to support your success in and outside of work: Equity packages - we want our success to be yours too. Inclusive parental leave policy that supports all parents & carers. An annual Vibe & Thrive allowance to support your wellbeing, social connection, office setup & more. Flexible leave options that empower you to recharge and support you personally. Check out lifeatcanva.com for more info. Other stuff to know We make hiring decisions based on your experience, skills, and passion, as well as how you can enhance Canva and our culture. When you apply, please tell us the pronouns you use and any reasonable adjustments you may need during the interview process. We celebrate all types of skills and backgrounds at Canva, so even if you don’t feel like your skills quite match what’s listed above, we still want to hear from you! Please note that interviews are conducted virtually.
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