חברות הייטק בישראלMobileyeSenior Algorithm Engineer - Objects Perception

Senior Algorithm Engineer - Objects Perception

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Mobileye· Motor Vehicle Manufacturing
Ramat Gan, Israelפורסמה השבועFULL_TIME

כישורים מהמשרה

Computer visionDeep learningMulti-modal learningEnd-to-end perception systemsMulti-camera fusion3D reconstructionObject detection and trackingMotion predictionPython programmingResearch-to-POC-to-production development

תיאור המשרה

We are Object Perception group at Mobileye, developing deep learning–based perception systems for autonomous driving. Our work spans scene understanding, multi-camera reasoning, 3D modeling, and behavior prediction. We are looking for a senior computer vision engineer: a hands on individual contributor whose work will be broad and touch many projects across the group, to lead long-term research initiatives and POCs that shape the technical direction of our technology. What will your job look like: Lead long-term applied research and POCs that determine the direction of our perception and autonomy technology. Design and implement modern end-to-end perception and multi-modal learning systems across diverse vision tasks (e.g., detection and tracking, 3D reconstruction, multi-camera fusion, motion prediction). Translate research innovations into high-quality, validated POCs designed for adoption by production teams and deployment within autonomous vehicle platforms. All you need is: M.Sc. in Mathematics, Computer Science, Electrical Engineering, or related field (PhD - an advantage). 4+ years of hands-on experience developing computer vision and deep learning systems. Proven experience driving vision models from research through POC and into production. Able to take a vaguely-defined research direction and own it end-to-end, independently. Strong programming skills in Python. Nice to have: Broad hands-on experience across vision tasks such as object detection and tracking, and 3D scene understanding. Technical leadership experience (team management experience an advantage). Experience in motion prediction, trajectory forecasting, behavior modeling, or learning-based navigation for autonomous systems. First-authored publications at leading peer-reviewed conferences (e.g., CVPR, ECCV, ICCV, NeurIPS, ICML, ICLR). Mobileye changes the way we drive, from preventing accidents to semi and fully autonomous vehicles. If you are an excellent, bright, hands-on person with a passion to make a difference come to lead the revolution!
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על Mobileye

Mobileye is leading the mobility revolution with its autonomous-driving and driver-assist technologies, harnessing world-renowned expertise in computer vision, machine learning, mapping, and data analysis. Our technology enables self-driving vehicles and mobility solutions, powers industry-leading advanced driver-assistance systems, and delivers valuable intelligence to optimize mobility infrastructure. Mobileye pioneered such groundbreaking technologies as True Redundancy™ sensing, REM™ crowdsourced mapping, and Responsibility Sensitive Safety (RSS) technologies that are driving the ADAS and AV fields towards the future of mobility.

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עוד משרות ב-Mobileye