חברות הייטק בישראלHARMAN InternationalAdvanced Computer Vision Algorithm Engineer

Advanced Computer Vision Algorithm Engineer

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HARMAN International· Computers and Electronics Manufacturing
Hod HaSharon, Center District, IsraelFULL_TIME

כישורים מהמשרה

Computer Vision Algorithms3D GeometryCamera ModelingMachine LearningTensorFlowPyTorchAlgorithm ImplementationDeep LearningClassical Computer VisionPython Programming3D ReconstructionAlgorithm OptimizationProduction-ready SolutionsMentoringC++Embedded Systems

תיאור המשרה

A Career at HARMAN Automotive We’re a global, multi-disciplinary team that’s putting the innovative power of technology to work and transforming tomorrow. At HARMAN Automotive, we give you the keys to fast-track your career. Engineer audio systems and integrated technology platforms that augment the driving experience Combine ingenuity, in-depth research, and a spirit of collaboration with design and engineering excellence Advance in-vehicle infotainment, safety, efficiency, and enjoyment About The Role We are looking for a highly skilled and motivated Advanced Computer Vision Algorithm Engineer to join our Algorithms team. In this role, you will design and develop advanced computer vision algorithms, focusing on practical challenges in 3D geometry, camera modeling, and machine learning. You will have the opportunity to drive innovation, mentor junior engineers, and influence the direction of the team’s research and development. What You Will Do Design, implement, and optimize computer vision and machine learning algorithms for real-world applications. Develop and evaluate models using TensorFlow and PyTorch, with a focus on scalability and deployment efficiency. Apply expertise in 3D geometry, reconstruction, and camera modeling to solve challenging perception problems. Combine deep learning and classical computer vision methods to build robust, production-ready solutions. Collaborate with cross-functional teams (software, hardware, product) to integrate algorithms into larger systems. Stay up to date with the latest research, and translate academic advances into practical solutions. Mentor junior engineers and contribute to shaping best practices in algorithm development. What You Need To Be Successful 5+ years of experience in computer-vision based algorithms development. MSc in Computer Science, Electrical Engineering, Applied Mathematics, or related field. Strong programming skills in Python and familiarity with production-level coding standards. Proven hands-on experience with TensorFlow and PyTorch frameworks. Deep understanding of 3D geometry, reconstruction, and camera modeling. Strong background in machine learning and deep learning methods. Solid knowledge of classical computer vision algorithms (e.g., feature detection, tracking). Strong analytical and problem-solving skills with a proven track record of delivering results. Excellent communication skills and the ability to work both independently and in a team. High level of dedication, ownership, and commitment to excellence. Bonus Points if You Have Experience with C++ for performance-critical implementations. Experience in deploying models to embedded or resource-constrained environments. Prior experience in the automotive, robotics, or medical imaging industries. Personal Attributes Genuine curiosity for computer vision, eagerness to learn, and enthusiasm for solving complex problems. Self-driven, proactive, and solution-oriented. Strong sense of accountability and responsibility. Team player with mentoring abilities. Ability to thrive in a dynamic, fast-paced environment. What We Offer Flexible work environment. Extensive training opportunities through our own HARMAN University. Competitive wellness benefits. An inclusive and diverse work environment that fosters and encourages professional and personal development. Show more Show less
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על HARMAN International

Headquartered in Stamford, Connecticut, HARMAN (harman.com) designs and engineers connected products and solutions for automakers, consumers, and enterprises worldwide, including connected car systems, audio and visual products, enterprise automation solutions; and services supporting the Internet of Things. With leading brands including AKG®, Harman Kardon®, Infinity®, JBL®, Lexicon®, Mark Levinson® and Revel®, HARMAN is admired by audiophiles, musicians and the entertainment venues where they perform around the world. More than 50 million automobiles on the road today are equipped with HARMAN audio and connected car systems. Our software services power billions of mobile devices and systems that are connected, integrated and secure across all platforms, from work and home to car and mobile. HARMAN has a workforce of approximately 30,000 people across the Americas, Europe, and Asia. In March 2017, HARMAN became a wholly-owned subsidiary of Samsung Electronics Co., Ltd. HARMAN is an Equal Opportunity, Affirmative Action employer. Minorities, women, veterans and individuals with disabilities are encouraged to apply. HARMAN offers a great work environment, challenging career opportunities, professional training and competitive compensation. Looking for a challenge where your experience is valued? Come see what you can achieve as a leader with HARMAN!

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