Deep Learning Algorithm Developer
MobileyeRamat Gan и ещё 1 городГибридПолная занятость
PythonPyTorchDeep LearningComputer VisionAlgorithmsTensorFlowData StructuresAutonomous VehiclesGeometric Modeling
Описание
The road algorithm team at Mobileye is looking for an Algorithm Developer to advance their technology in autonomous driving by detecting drivable lanes, focusing on Deep Learning, classical Computer Vision, and Geometric Modeling algorithms.
Responsibilities
- Develop and optimize computer vision and deep learning algorithms to accelerate data generation and labeling workflows for autonomous driving
- Apply both classical computer vision techniques and modern deep learning methods to solve large-scale data challenges
- Collaborate closely with development and annotation teams to enhance automation and ensure high-quality data
- Own the entire lifecycle from prototyping to scalable deployment within internal pipelines and tools
- Develop tools to evaluate and analyze algorithm performance, robustness, and operational efficiency
Requirements
- B.Sc. or M.Sc. in Computer Science, Electrical Engineering, or a related field, with strong academic performance
- Solid foundation in algorithms, data structures, and computer vision/deep learning fundamentals
- Practical experience developing computer vision or machine learning solutions using Python and frameworks such as PyTorch or TensorFlow
- Strong analytical skills, a sense of ownership, and the ability to work collaboratively
We offer
- Mobileye changes the way we drive, from preventing accidents to semi and fully autonomous vehicles
Hiring process
- We may use artificial intelligence (AI) tools to support parts of the hiring process, such as reviewing applications, analyzing resumes, or assessing responses and identifying potential inconsistencies or verification signals in application materials based on available information