R
Data Protection Data Scientist (Computer Vision)
Revolut
Software & Data
IT & Telecoms
GHS
Confidential
2 months ago
Job Summary
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!
- Minimum Qualification: Degree
- Experience Level: Mid level
- Experience Length: 3 years
Job Description/Requirements
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)
What you'll need:
- 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
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