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Senior Research Engineer
1 year ago
The opportunity
As a researcher within the Digital Twins advanced 3D reconstruction research team, you will specify, champion, and drive the implementation and research of novel methods to capture and render photorealistic scenes derived from the real world.
You will be on the forefront of research in this and related fields, driving the core capabilities of the organization in this realm!
What you’ll be doing
- Researching novel deep learning architectures and optimization techniques in the neural field representation domain.
- Working towards modern 3D and 2D geometry and material estimation from multi- and single- view imagery
- Investigating novel methods for geometry and image processing as applied to 3D representations reconstructed by neural implicit methods
What we're looking for
- Pursuing or has a Ph.D. in Computer Science / Mathematics / Statistics / Electrical Engineering
- Great foundation in multi-view camera geometry, deep learning, modern 3D computer vision, statistical methods and optimization
- Strong skills in the CUDA programming language
- Experience with DL frameworks such as pytorch, tensorflow or JAX
- Solid understanding of Git, CI/CD workflows
You might also have
- Excellent computer graphics knowledge
- Published research in CVPR, ICCV, ECCV, NeurIPS, ICML, SIGGRAPH or Eurographics
- Familiarity with the theory and practice of neural rendering algorithms.
- Experience working with AWS / GCP / Azure
Life at Unity
Unity (NYSE: U) is the world’s leading platform for creating and operating real-time 3D (RT3D) content. Creators, ranging from game developers to artists, architects, automotive designers, filmmakers, and others, use Unity to make their imaginations come to life. Unity is the foundation upon which the world’s most powerful digital content is created. Specifically, Unity’s platform provides a comprehensive set of software solutions to create, run and monetize interactive, real-time 2D and 3D content for mobile phones, tablets, PCs, consoles, and augmented and virtual reality devices.
In the fourth quarter of 2021, Unity had, on average, 3.9 billion monthly active end users who consumed content created or operated with its solutions. The applications developed by these creators were downloaded, on average, five billion times per month in 2021. For more information, please visit www.unity.com.
Unity is a proud equal opportunity employer. We are committed to fostering an inclusive, innovative environment and celebrate our employees across age, race, color, ancestry, national origin, religion, disability, sex, gender identity or expression, sexual orientation, or any other protected status in accordance with applicable law. Our differences are strengths that enable us to support the growing and evolving needs of our customers, partners, and collaborators. If there are preparations or accommodations we can make to help ensure you have a comfortable and positive interview experience, please let us know.
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