Experienced Deep Learning Algorithm Developer - 3D Perception Team
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- Work arrangement
- hybrid
- Employment
- Full time
- Stated compensation
- Not specified
- Stated sponsorship
- Not stated
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Requirements
2 with evidence7 unclear or unstated- Remote policy
- hybrid
“Provider workplace type: hybrid”
From employer posting metadata - Minimum experience (years)
- 3
“3+ years of experience developing, implementing, training and analyzing deep learning algorithms in Python.”
See matched passage in original description ↓ - Employment type
- Full time
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Original job description
Reading view uses normalized posting text so exact evidence excerpts can be highlighted.
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.
Show less description
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.
Original formatting and links
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.
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.
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.
PhD in Computer Science or a related discipline.
Experience in computer vision, multi-view geometry and 3D reconstruction.
What will your job look like?
All you need is:
Nice to have:
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