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Mobileye
Open roleNew>1 month

Experienced Deep Learning Algorithm Developer - Road Team

MobileyeJerusalem, Israel
Work model
Hybrid
Experience
Not specified
Employment
Full Time
Compensation
Not disclosed
Technology signal
10 tags

Technology context

10

Parsed from the vacancy text; ordered by relevance to this role.

AIAWSMachine LearningDeep LearningGCPPyTorchTensorFlowCloudComputer VisionEmbedded Systems

Full listing

Role description

The road algorithm team is responsible for the critical and challenging task of detecting the drivable lanes on the road. We focus on Deep Learning algorithms, classical Computer Vision and Geometric Modeling algorithms.

We are looking for an Algorithm Developer to help us advance our technology and push the boundaries of what's possible in autonomous driving.

What will your job look like

  • Research and develop state-of-the-art computer vision and deep learning algorithms for ADAS and autonomous driving.
  • Participate in the entire development cycle, from initial research and prototyping to deployment on real-time embedded systems within the vehicle.
  • Collaborate with engineering and research teams in Computer Vision, Machine Learning, and Data Engineering to solve real-life problems.
  • Analyze large datasets to improve algorithm performance and robustness.

All you need is

  • B.Sc. or M.Sc. in Computer Science or Engineering, with excellent academic performance.
  • 3+ years of hands-on experience developing deep learning algorithms, preferably in computer vision or perception for autonomous driving systems.
  • Solid understanding of data structures, algorithms, and deep learning principles.
  • Hands-on experience in algorithm development.
  • Experience with TensorFlow or PyTorch- advantage.
  • Familiarity with cloud platforms and tools (e.g., AWS, GCP)- advantage.
  • Strong problem-solving skills and the ability to work independently and as part of a team.