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Mobileye

Deep Learning Algorithm Developer – 3D Perception

Mobileye

. Develop, implement and optimize state-of-the-art transformer-based temporal vision models.

Posted 10/25/2026full-timeRamat Gan • IsraelMid-LevelSeniorWebsite

Core Competencies

Role fit
Core Competencies

Use this summary to align your resume positioning with the role.

Demonstrates expertise in developing and optimizing transformer-based temporal vision models, with a strong foundation in deep learning algorithms and proficiency in Python. Capable of conducting rigorous research and experimentation to enhance algorithmic performance and driving scene understanding.

Highest-signal resume keywords
Deep Learning AlgorithmsPython ProgrammingComputer Vision3D DetectionTemporal Vision Models

ATS Keywords

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Applicant Tracking System Keywords

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Hard Skills
Deep LearningAlgorithm DevelopmentData AnalysisMathematical SkillsAnalytical Skills
Soft Skills
Self-LearningResearch CapabilitiesCollaboration
Certifications & Qualifications
M.Sc. in Computer Science
Industry Keywords
3D ReconstructionMulti-View GeometryLarge-Scale Datasets

Tech Stack

Tools & technologies
Python

About the role

Key responsibilities & impact
  • 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 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.

Requirements

What you’ll need
  • 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 is nice to have.
  • Experience in computer vision, multi-view geometry and 3D reconstruction is nice to have.