Senior Data Scientist @Walmart Global Tech Israel
AR Optical is part of Walmart Global Tech, developing immersive eCommerce experiences and leading health care eCommerce innovations. We specialize in cutting-edge technologies for virtual try-on systems, leveraging Generative AI (Diffusion models, LLMs), Deep Learning, computer vision, and 3D modeling to deliver transformative solutions for our customers.
We are seeking a Senior Data Scientist to join our Data Science team and lead the development of our 2D-to-3D modeling projects and help us bring the company’s vision of virtual try-on to reality. The ideal candidate will have hands-on experience in 3D reconstruction, multi-view geometry, animation and neural rendering, with a proven ability to design and deploy production-ready models.
Responsibilities:
- Lead research and development of 2D-to-3D modeling solutions, including single-image 3D reconstruction, multi-view 3D reconstruction, texture mapping, PBR mapping and depth estimation.
- Own your deliverables from literature research, design and development to integration, testing and ongoing support
- Collaborate with cross-functional teams to integrate research outcomes into scalable production systems.
- Mentor other team members and promote teamwork
- Continuously optimize team processes and workflows to improve efficiency and output
Requirements
- 5+ years of experience in deep learning and computer vision research, with a focus on 2D-to-3D modeling, animation or related areas
- Experience in 3D reconstruction techniques, including structure from motion, photogrammetry, neural implicit representations, and animation pipelines
- Self-driven attitude, end-to-end ownership
- MSc in STEM from a leading university
- Proven track record of research deliverables
Advantages
- Experience with 3D libraries like Open3D, Blender Python API, or MeshLab
- Experience with 3D modeling and animation software like Blender, Maya, or Cinema 4D
- Hands-on experience with animation techniques and rigging
About the company
Company website•Software Development
Walmart has a long history of transforming retail and using technology to deliver innovations that improve how the world shops and empower our 2.1 million associates. It began with Sam Walton and continues today with Global Tech associates working together to power Walmart and lead the next retail disruption. Our world-class software engineers, data scientists and engineers, cybersecurity professionals, product managers and business service professionals work with top talent on cutting-edge technologies that create unique and innovative experiences for our associates, customers and members across Walmart, Sam’s Club and Walmart International. At Walmart Global Tech, one line of code or bold idea can make life easier for hundreds of millions of people – talk about epic impact at a global scale.