דרושים » תוכנה » Senior Computer Vision Engineer

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.

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.

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.

Job Type: Full Time, Part Time.
Job Location: Beer Sheva, Hybrid, Tel-Aviv.

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