חברות הייטק בישראל ‹ Mobileye ‹ Deep Learning Tech Lead for Objects Modeling
Deep Learning Tech Lead for Objects Modeling
Ramat Gan, Tel-Aviv District, IsraelFULL_TIME
כישורים מהמשרה
Deep LearningComputer VisionMachine LearningC++TensorFlowKerasPyTorchAI ArchitecturesMulti-task LearningData GenerationData AugmentationLabelingAlgorithm DevelopmentProject ManagementMentoringCollaboration
תיאור המשרה
We are looking for a Deep Learning Tech Lead, who will be challenged by solving real-world problems using Computer Vision. Our mission in the algorithms department has a significant impact on autonomous vehicle technologies, external customers, and advanced driver-assistance systems (ADAS). In this role, you will be responsible for the full cycle of deep learning R&D, including modeling new solutions and enhancing the performance of existing ones. Your responsibility will include design, implementation, guidance and mentoring for team members. You will leverage your extensive experience to lead multiple deep projects, and will be a key figure in leading successful execution and in finding creative solutions to difficult bottlenecks, across data, AI, engineering and product considerations.
This role requires working at our Jerusalem offices 1 day per week.
What will your job look like:
Lead the design, development, and implementation of accurate and robust AI algorithms for new projects
Research the latest advancements in deep learning, multi-task learning, AI architectures, and apply them to enhance our algorithm
Design, develop and implement deep learning algorithms to solve complex problems in computer vision
Take ownership of deep learning projects: Design solutions, oversee execution, and collaborate with talented Algorithm developers
Collaborate with cross-functional teams to understand requirements and develop solutions
All you need is:
Advanced degree (M.Sc. or Ph.D) in Computer Vision, Deep Learning, or Machine Learning
3+ years of experience in developing deep learning algorithms
Knowledge of C++
Experience with deep learning frameworks such as TensorFlow, Keras, and PyTorch
Hands-on experience working with LLMs (e.g., for data generation, augmentation, or labeling) - Advantage
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!
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.