Experienced Deep Learning Algorithm Developer - 3D Perception Team
Posted 3
views
Summary
Deep learning developer on Mobileye's 3D Perception team, building transformer-based temporal vision models that fuse multi-view camera data into a unified 3D representation for autonomous vehicles. Day to day: implement and optimize models, analyze errors, run experiments on large-scale driving datasets, and code primarily in Python.
Mobileye is a global leader in autonomous vehicle (AV) technology. If you’re an experienced deep learning developer driven by a passion to shape the future of mobility, join us to make AV a reality. The 3D Perception team builds transformer-based vision models trained on large-scale driving video for the next generation of autonomous vehicles. Our end-to-end temporal network fuses multi-view cameras into a unified 3D sensing state that powers planning.
What will your job look like?
- Develop, implement and optimize state-of-the-art transformer-based temporal vision models.
- Extend network capabilities, analyze results and errors, and deliver measurable improvements to the driving scene understanding.
- Work shoulder-to-shoulder in a large, collaborative group.
- Research and integrate the latest advancements in 3d detection and perception.
- Improve algorithmic performance through rigorous experimentation and innovation.
- Work with large-scale datasets.
- Research new advances in the field from the literature and industry.
- Code primarily in Python.
All you need is:
- M.Sc. in Computer Science or a related field.
- 3+ years of experience developing, implementing, training and analyzing deep learning algorithms in Python.
- Top-tier mathematical, analytical, and coding skills.
- Strong self-learner and research capabilities with a proven track record from industry or academia.
Nice to have:
- PhD in Computer Science or a related discipline.
- Experience in computer vision, multi-view geometry and 3D reconstruction.
Skills
As published by lever · 2 questions
Basics
Resume/CV, Full name, Email, Phone, Current location, Current company, LinkedIn URL, GitHub URL
Pick from a list (2)
- This information is collected solely for diversity and inclusion monitoring and statistical purposes. It will not affect the evaluation of your application. You may choose “Prefer not to say” if you do not wish to provide this optional
- We kindly request that you make us aware if a family member of yours is currently employed by Mobileye. *Due to potential issues that can arise such as conflict of interest, favoritism, personal conflicts etc., having this information will enable us to be considerate. optional
