Principal Applied Scientist (Computer Vision / Machine Learning)

Company:  JonLeads-FR
Location: Paris
Closing Date: 20/11/2024
Type: Temporary
Job Requirements / Description

Onfido is the new identity standard for the internet. That means we only need an image of your ID and a selfie to prove that you’re you. In doing so, we help millions of people connect to the services they need and love more easily, speedily and safely than ever before, whether it’s renting a car or opening a bank account. Our vision is to create an open world where identity is the key to access.

We’ve received over $200 million in funding from world-class tech investors including TPG Growth, Microsoft, and Salesforce to back our vision. And we’re just getting started.

Do you want to build the world’s most sophisticated fraud detection system operating at unprecedented performance levels with error rates of less than 1 in a million (99.9999% performance levels)? Do you want to create state-of-the-art AI solutions to solve some of the most challenging real-world problems in identity verification? At Onfido, our AI scientists build the world’s most secure digital onboarding system used by thousands of businesses globally. Our AI technologies detect thousands of fraud attacks daily across various industry verticals.

Are you passionate about solving problems in data-efficient ML, uncertainty modeling in neural networks, explainable AI, and more? If so, contact us.

At Onfido, we are looking for an exciting and dynamic AI expert who can push the envelope on unsolved problems like uncertainty modeling, interpretable AI, and protection against adversarial attacks. As a senior AI leader, you will support Onfido’s hyper-growth and deliver real-world value using state-of-the-art machine learning and computer vision techniques.

Onfido is one of the most exciting AI companies in London, with awards recognizing our technology's innovation in FinTech, blockchain, and banking.

What you will be doing:

  1. Provide technical leadership for a team of highly capable applied AI scientists.
  2. Initiate, plan and drive projects for next-generation digital onboarding products.
  3. Design and build high-performance end-to-end systems for identity verification.
  4. Mentor and work with junior scientists to research and deliver innovative technologies.
  5. Participate in hands-on machine learning research and deliver results in new products.
  6. Communicate technical vision and roadmap at multiple levels within the organization.
  7. Be an external ambassador for Onfido, providing thought leadership across the industry.
  8. Publish research results in national and international conferences and journals.
  9. Contribute to writing grant proposals and filing patents.

Company:

Onfido

Qualifications:

Essential Skills:

  1. PhD or MSc degree in Machine Learning, Computer Vision, or a related quantitative field.
  2. Extensive experience in machine learning and computer vision.
  3. Track record of successfully delivering high-performance ML-driven products.
  4. Lead a team of machine learning specialists, collaborating with engineering and product management.
  5. Successfully mentored teams to achieve their full potential.
  6. Deep understanding of machine learning theory.
  7. Good coding skills in Python (C++ is a plus) and experience with deep learning frameworks like TensorFlow or PyTorch.

Desirable Skills:

  1. Technical experience in uncertainty modeling, explainable machine learning techniques, and related fields.
  2. Working knowledge of cloud computing (preferably AWS) and tools such as Kubernetes, Docker, Git, etc.

Educational level:

Master Degree

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