Data Scientist (Computer Vision)
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Job description
About RevolutPeople deserve more from their money. More visibility, more control, and more freedom. Since ****, Revolut has been on a mission to deliver just that. Our powerhouse of products - including spending, saving, investing, exchanging, travelling, and more - help our 75+ million customers get more from their money every day.About RevolutPeople deserve more from their money. More visibility, more control, and more freedom. Since ****, Revolut has been on a mission to deliver just that. Our powerhouse of products - including spending, saving, investing, exchanging, travelling, and more - help our 75+ million customers get more from their money every day.About The RoleFrom ID verification automation to facial recognition for account onboarding, our team builds and deploys the systems that require advanced computer vision approaches. As we continue to rapidly expand our customer base globally, the commercial impact of the team also grows. Every step the team automates is a step less that needs to be handled manually, enabling Revolut to scale globally.What You'll Be DoingWorking alongside a team of computer vision scientists and engineersOwning the projects you develop while benefiting from the support of the wider Computer Vision teamArchitecting and creating new computer vision models to automate our compliance and retail processesWorking on our Python and PyTorch/TensorFlow stack (we're hosted on GCP and our data scientists and engineers rely heavily on tools like Jupyter and Docker for machine learning solutions)What You'll NeedEvidence of strong mathematical and statistics knowledgeKnowledge of Python 3 with experience in computational libraries, OOP, TDD, multi-processing, etc.Working knowledge of SQL (joins, CTEs, functions, etc.)Hands?on experience with DL libs (PyTorch/TensorFlow/Keras, ONNX/OpenVino)Hands?on experience with CV libs (openCV, pillow, torchvision)Working knowledge of version control, model deployment, developer environments, CI/CD, and containerisationWorking knowledge and experience of cloud-based infrastructureNice to haveFamiliarity with HuggingFace, wandb.ai, and paperswithcodeStrong experience with additional programming languages (e.g. Java)Experience in system design and distributed computingUp?to?date knowledge of ViT, Diffusion, GPT?4, and RetNetsBuilding a global financial super app isn't enough. Our Revoluters are a priority, and that's why in **** we launched our inaugural D&I Framework, designed to help us thrive and grow everyday. We're not just doing this because it's the right thing to do. We're doing it because we know that seeking out diverse talent and creating an inclusive workplace is the way to create exceptional, innovative products and services for our customers. That's why we encourage applications from people with diverse backgrounds and experiences to join this multicultural, hard?working team.#J-*****-Ljbffr
Requirements
Evidence of strong mathematical and statistics knowledge Knowledge of Python 3 with experience in computational libraries, OOP, TDD, multi-processing, etc. Working knowledge of SQL (joins, CTEs, functions, etc.) Hands?on experience with DL libs (PyTorch/TensorFlow/Keras, ONNX/OpenVino) Hands?on experience with CV libs (openCV, pillow, torchvision) Working knowledge of version control, model deployment, developer environments, CI/CD, and containerisation Working knowledge and experience of cloud-based infrastructure Nice to have Familiarity with HuggingFace, wandb.ai, and paperswithcode Strong experience with additional programming languages (e.g. Java) Experience in system design and distributed computing Up?to?date knowledge of ViT, Diffusion, GPT?4, and RetNets Building a global financial super app isn't enough. Our Revoluters are a priority, and that's why in **** we launched our inaugural D&I Framework, designed to help us thrive and grow everyday. We're not just doing this because it's the right thing to do. We're doing it because we know that seeking out diverse talent and creating an inclusive workplace is the way to create exceptional, innovative products and services for our customers. That's why we encourage applications from people with diverse backgrounds and experiences to join this multicultural, hard?working team.