לוח משרות דרושים Computer Vision Engineer

At our company, we're on a mission to redefine vehicle safety and reliability on a global scale. Founded in 2016, we have pioneered the world's first fully automated suite of vehicle inspection systems. At the heart of this innovation lies our advanced AI-driven technology, representing the pinnacle of Machine Learning, GenAI, and computer vision within the automotive sector. With close to $400M in funding and strategic partnerships with industry giants such as Amazon, General Motors, Volvo, and CarMax, our company stands at the forefront of automotive technological advancement. our company has an excellent product-market fit with hundreds of car dealerships, car auctions, and car fleets as perpetual paying customers. Our growing global team of over 200 employees is committed to creating a workplace that celebrates diversity and encourages teamwork. Our drive for innovation and pursuit of excellence are deeply Embedded in our vibrant company culture, ensuring that each individual's efforts are recognized and valued as we unite to build a safer automotive world.
We seek an experienced Senior Computer Vision Engineer with proven capabilities to lead the development of new products from concept to production. In this role, you will join a highly talented team to drive our companys inspection portfolio and create diverse Machine and Deep Learning algorithmic solutions.
A day in the life and how youll make an impact:
* Design and Development of novel robust and efficient 3D reconstruction and clustering algorithms, combining classical and Deep Learning algorithms for major Vision challenges.Create Proof of concept for new products and technology.
* Evaluate and benchmark different algorithms on unique proprietary datasets.
* Collaborate with team members to define future technology and features.

Required SoC Vision Architect, Silicon, Cloud
About the job
In this role, youll work to shape the future of AI/ML hardware acceleration. You will have an opportunity to drive cutting-edge TPU (Tensor Processing Unit) technology that powers our most demanding AI/ML applications. Youll be part of a team that pushes boundaries, developing custom silicon solutions that power the future of our TPU. You'll contribute to the innovation behind products loved by millions worldwide, and leverage your design and verification expertise to verify complex digital designs, with a specific focus on TPU architecture and its integration within AI/ML-driven systems.
As a SoC Vision Architect in our Silicon team, you will be at the heart of defining the hardware that powers the next-generation of our products. You will bridge the gap between Artificial Intelligence (AI) research and physical silicon, architecting the Image Signal Processor (ISP), CODECS and the pixel data path. You will deliver unparalleled image quality while staying within the tight Power, Performance, and Area (PPA) constraints. You will participate in the concept, architecture, documentation, and implementation of a new product.
Responsibilities
Define a flexible imaging pipeline hardware architecture, from the sensor interface (e.g., Mobile Industry Processor Interface (MIPI)) through the ISP, the encoder/decoder, scaling and memory output.
Partner with our research to transform advanced computational imaging algorithms into high-efficiency hardware logic.
Conduct trade-off analyses between power, performance, and silicon area to meet thermal envelopes and current limitations.
Influence external executive vendor roadmaps, ensuring deep co-optimization between their future products and our custom silicon.
Lead collaboration across Architecture, Register-Transfer Level (RTL), Physical Design and Validation teams.

Required Computer Vision Algorithms Developer
A global leader in autonomous driving technologies and advanced driver-assistance systems (ADAS). Our cutting-edge solutions, leverage computer vision and machine learning to enhance vehicle safety and enable self-driving capabilities. Integrated into millions of vehicles worldwide, our technology is redefining the automotive industry and driving the evolution towards smarter, safer, and more autonomous mobility.
In our group, we research, develop, and deploy state-of-the-art lidar based techniques to achieve world-class results, enabling the safe development of Autonomous Driving features and Advanced Driver Assistance Systems.
What will your job look like:
Research, design, develop, and implement lidar based algorithms in both Python and C++ for solving complex problems
Evaluate existing models and techniques, and propose innovative approaches to improve algorithm performance and accuracy
Examine your algorithms on large-scale real-world data from our data collection vehicles across the globe
Collaborate with cross-functional teams to understand requirements and develop solutions
Optimize existing algorithms to improve performance and scalability.

We are looking for someone who brings ML and computer-vision depth to the team - someone who can help shape the intelligence layer that decides what data is worth training on.
What will your job look like:
Work collaboratively with shared ownership. Your focus area will be the curation and ML side of our data pipeline, but you will contribute across the full stack alongside the rest of the team.
Build and improve the curation pipeline - from vision-model embeddings and scene detection, through VLM-based scene analysis, to scoring, deduplication, and sampling that produces a balanced and diverse dataset.
Run and optimize GPU inference at scale (embedding extraction, VLM inference) across thousands of driving sessions using workflow orchestration.
Develop scoring and sampling strategies that ensure rare but important scenarios (night driving, adverse weather, hazardous situations) are well-represented in the final dataset.
Work with algorithm teams to understand what data gaps hurt model performance and translate those into curation criteria.
Build validation and diagnostics that measure dataset quality - not just pipeline health, but whether the data is actually good for training.
Contribute to the core dataset SDK, converter, and 3D-geometry tooling (camera projection, calibration, coordinate transforms).

Rail Vision is a multidisciplinary startup headquartered in Ra'anana. We are the leading provider of obstacle detection, collision avoidance and drive able areas systems in the railway industry around the globe, supporting Autonomous Train Operations. With our unique cognitive sensor fusion technology, based on advanced electro-optic sensors and perception solution, Rail Vision systems detect obstacles on and along the tracks from up to 2 kilometers away, in real-time, and in diverse weather and lighting conditions. We provide systems capable of operating in various environments: On mainline and high-speed rail, in urban environments, and in challenging switchyards. Rail Vision offers a range of complementary features based on collected and analyzed data: Image-based Navigation, GIS Mapping and Predictive Maintenance. We are looking for an experienced, creative with an exceptional mathematical thinking and highly motivated C++ Team Leader for Machine Learning & Computer Vision implantation, to join our top-notch software group. In this position, you will lead a team of developers designing and implementing high-performance DSP, Image Processing, Deep Learning and Computer Vision algorithms, using the most advanced technology such as the newest Nvidia platforms, advanced C++, and modern development procedures and tools. The team works intensively with the algorithms engineering teams, converting algorithms, and making them suitable to be used on real-time system.

Advantages:

* Experience working in multidisciplinary environments.
* Hands on experience with Python and Bash development.
* Familiarity with TensorRT framework.
* Familiarity with Git, Jira.
* Familiarity with OpenCV.
* Familiarity with CUDA and NVIDIA platforms.

We are seeking a  Senior Data Scientist to join our Data Science team and lead the development of our 2D-to-3D modeling projects and help us bring the companys vision of virtual try-on to reality. The ideal candidate will have hands-on experience in 3D reconstruction, multi-view geometry, animation and neural rendering, with a proven ability to design and deploy production-ready models.
Responsibilities:
Lead research and development of 2D-to-3D modeling solutions, including single-image 3D reconstruction, multi-view 3D reconstruction, texture mapping, PBR mapping and depth estimation.
Own your deliverables from literature research, design and development to integration, testing and ongoing support
Collaborate with cross-functional teams to integrate research outcomes into scalable production systems.
Mentor other team members and promote teamwork
Continuously optimize team processes and workflows to improve efficiency and output

Required Senior Algorithm Engineer
Description
As part of the algorithm team for the next generation of autonomous driving, you will:
Responsibilities
Understand deeply, implement, train, and evaluate recent state-of-the-art algorithms in computer vision (e.g., object detection, semantic segmentation, self-supervised learning, vision transformers) for various domains.
Adapt algorithms into robust and scalable production-ready algorithms. Write clean and efficient code, ensuring compatibility with existing systems and frameworks, and real-time needs. Take full responsibility for your algorithms end-to-end until deployment on the edge device for production.
Develop and implement new computer vision algorithms (architectures, loss functions, post-processing, training, and evaluation methods) that surpass SOTA algorithms and achieve desired performance levels in our domain.

We are looking for a curious, hands-on, and lean-thinking Robotic Vision Engineer to join our R&D team. In this role, youll take ownership of designing and optimizing the visual perception systems that power our autonomous robotic beehives.
Youll bring an ownership mindset, a can-do attitude, and a passion for learning - combining curiosity, creativity, and technical excellence to build real-world solutions that make an impact.
Were on a mission to save the world - one bee at a time.
We combine robotics, AI, and environmental science to protect pollinators and preserve biodiversity.
Our team of engineers and innovators is shaping the future of sustainable agriculture - using technology for good.
If youre passionate about computer vision, robotics, and AI, and want to make a tangible impact on the planet, wed love to have you on board.
What Youll Do?
Translating raw visual data in a Multiview setup into precise 3D positioning for robotic movements
Fusion of vision data with other types of sensors
Using/Developing both deep learning models and classic algorithmic techniques
Testing your solutions in real-world systems and refining for accuracy and robustness.

Were looking for a Computer Vision Research Scientist to join our amazing growing team where each team member makes an impact.
Responsibilities:
Conduct research and development in computer vision and image processing
Design, implement, and integrate computer vision and machine learning algorithms and prototypes and assist in the transition into products and services
Interact with and support multiple research teams ranging from research scientists to engineers to manufacturing and retail
Work between multiple business units and sub business units including managing meeting flows, presenting data, building, and maintaining relationships.
integrate the latest high impact ML and AI technologies into our process.