דרושים » הנדסה » Expert Deep Learning Research Engineer - Road Detection

we are a global leader in autonomous vehicle (AV) technology, pioneering advanced driver-assistance systems (ADAS) and self-driving solutions.
Across the company, Senior Deep Learning Algorithm Developers work at the forefront of AV/ADAS innovation - designing, training, and optimizing deep neural networks for tasks such as perception, mapping, and scene understanding. This includes working with large-scale datasets, leveraging frameworks like PyTorch or TensorFlow, and applying state-of-the-art techniques to tackle complex perception and decision-making challenges in real-world driving scenarios.
At our company, Senior Deep Learning Algorithm Developers contribute across multiple AI domains, with most opportunities in Computer Vision and additional roles in areas such as NLP/LLMs and 3D Perception (Radar, LiDAR, Fusion). This role serves as a central entry point, enabling us to align your expertise and aspirations with the projects and teams where you can make the greatest impact.
What will your job look like?
Design, develop and implement deep learning algorithms to solve complex problems in computer vision
Take ownership of deep learning projects: Compose product requirements, design solutions, oversee execution, and collaborate with talented Algorithm Developers.
Collaborate with cross-functional teams to understand requirements and develop solutions.
Analyze large datasets to improve algorithm performance and robustness.
Research the latest advancements in deep learning, multi-task learning, AI architectures, and apply them to enhance our algorithms.

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 offers the flexibility to work part-time from our other sites, subject to seat availability.
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.

Based in Jerusalem, you will contribute to our urban railway and LRT projects in the city, as well as future transportation projects in Israel. You will lead the OCS/OHLE engineering scope and site construction supervision, provide high-level expertise and oversee the design and implementation of OCS/OHLE systems on the LRT Blue Line.
Reporting to the Technical Manager and Project Manager, your responsibilities will include, but are not limited to:
Providing expert knowledge of Overhead Contact System (OCS) design principles in accordance with applicable international standards, incorporating lessons learned and industry best practices to support Engineering Monitoring and Consultancy (EMC) services.
Reviewing detailed design documentation, calculation notes, manufacturers submissions, and equipment approval processes prepared by the Design & Build (D&B) Contractor to ensure compliance with tender specifications, international standards, and state-of-the-art OCS/OHLE solutions.
Preparing Design Review Sheets (DRS) for submitted design documents.
Reviewing OCS designs (including foundations, poles, anchoring systems, calculation notes, contact wire leveling, tensioning systems, earthing and bonding, lightning protection, voltage-triggering devices, etc.) for both at-grade and underground tunnel sections, and recommending improvements.
Providing ongoing technical support to the clients engineering team regarding project activities.
Preparing technical queries and requests to contractors related to design, procurement, installation, testing, and commissioning-particularly at interface points with the J-Net project (existing Red Line and new Green Line).
Participating in and coordinating weekly meetings on OCS/OHLE activities, including design reviews, system integration, interface management with the existing J-Net project, and site testing supervision, involving all stakeholders (State authorities, designers, and project company).
Coordinating with other discipline experts (civil works, track, power supply, etc.) as required.
Monitoring and reporting progress to the Technical Manager and participating in regular progress review meetings.
Reviewing preliminary OCS designs for planned extensions of the Jerusalem tramway network.
Conducting site supervision visits to assess, monitor, and report on construction activities, identifying deficiencies and ensuring corrective actions are implemented by the contractor.
Representing the OCS/OHLE discipline in meetings with the client, contractors, and stakeholders as required.

The company EyeC VLSI team designs cutting-edge chips for RADAR systems used in ADAS and autonomous vehicles and is looking for an experienced DFT Engineer.
This is a unique opportunity to join a team of top-tier engineers working with the most advanced technologies to develop Autonomous Vehicle (AV) SoCs. Every engineer in our team plays a broad and diverse role, taking on significant responsibilities, being involved in critical development stages, and making a direct impact on the success of our projects.
What will your job look like:
You'll be responsible for the architecture of DFT solutions across the SOC (MBIST, SCAN, ATPG, LBIST and more).
Develop all the necessary RTL for the different modules.
Verify and Validate your design in GLS.
Develop ATPG to the highest requirements of Functional Safety (ISO26262).
Debug and analyze coverage and yield loss.
Support production activities and Si debug.