Senior Data Scientist (Computer Vision)
Role details
Job location
Tech stack
Job description
From 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.
We're looking for a Computer Vision Data Scientist to help us better automate these compliance-related processes by developing and producing both online and offline algorithms. If you're skilled in software engineering, machine learning, computer vision, and applied maths, possess a passion for building solutions, and have a strong aptitude for data technologies and advanced computer vision models, then this is your gig!
What you'll be doing
- Working alongside a team of computer vision scientists and engineers
- Owning the projects you develop while benefiting from the support of the wider Computer Vision team
- Architecting and creating new computer vision models to automate our compliance and retail processes
- Working 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), * Vilnius: €8,400 - €9,300 gross monthly*
- Lithuania: €8,400 - €9,300 gross monthly*
- Other locations: Compensation will be discussed during the interview process
- Final compensation will be determined based on the candidate's qualifications, skills, and previous experience
Building a global financial super app isn't enough. Our Revoluters are a priority, and that's why in 2021 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.
Important notice for candidates:
Job scams are on the rise. Please keep these guidelines in mind when applying for any open roles.
- Only apply through official Revolut channels. We don't use any third-party services or platforms for our recruitment.
- Always double-check the emails you receive. Make sure all communications are being done through official Revolut emails, with an @revolut.com domain.
We won't ask for payment or personal financial information during the hiring process. If anyone does ask you for this, it's a scam. Report it immediately.
Requirements
Do you have experience in Test-driven development?, * 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
