Senior Engineer Deep-Learning & 3d Computer-Vision
samsung r&d institute israel
📍 azrieli building g herzliya israel israel🕐 1mo ago🔗 workday
Job Description
**Position Summary**
Samsung Research IL is seeking for a skilled and innovative Senior Engineer – DL & 3D CV, to lead the development of next-generation computer vision, deep learning, and generative AI features.
This role focuses on state-of-the-art solutions for advanced 3D machine vision and camera innovation, including 3d reconstruction/sensing/mapping, novel camera/image processing/enhancement and simulations.
The engineer will join Samsung’s newly formed Camera Innovation R&D Team.
Our screeening process:
2 -3 proffesional peer interviews
Hiring Manager Interview
HR Interview
Reference check
Managing Director Interview
Why Join Us?
• Opportunity to shape a newly structured research and innovation team.
• Opportunity to explore DL/3D CV/GenAI SOTA models and workflows
• Opportunities to publish research, generate IP, and influence long-term technology direction.
**Role and Responsibilities**
* Prototype/research/develop advanced DL/3D CV/GenAI algorithms for various use-cases such as camera imaging, robotics and simulation
* Manage the full lifecycle of DL projects, from research and prototyping to deployment, ensuring robust and scalable solutions.
* Optimize models for embedded and edge platforms (e.g., NVIDIA Jetson) to meet real-time constraints
* Guide the adoption of emerging technologies to elevate Samsung’s new solutions.
* Stay at the forefront of developments in deep learning/computer vision/GenAI
* Contribute to technology roadmaps and R&D investment decisions
**Skills and Qualifications**
* MSc/PhD in Physics/EE - must
* 8+ years of experience in DL/3D CV, with a proven track record of developing solutions from research to production - must
* Proven in-depth experience with at least one of the following:
\* Diffusion-based GenAI
\* Embodied AI
\* DL-based CV/Image processing (e.g., segmentation, image restoration, monocular depth estimation)
\* Vision-Language Models
\* Physics Informed Neural-Networks (PINN)
* Strong programming skills in Python, PyTorch, and OpenCV
* Strong applied software engineering skills, with experience in agile methodologies and quality-driven development.
* Strong problem-solving skills, with the ability to navigate technical challenges and deliver innovative solutions.
* Experience with rapid AI-first R&D
* Advantage : experience with theoretical physical modeling/ simulation
* Advantage: Experience with edge computing platforms (e.g., NVIDIA Jetson) and real-time system optimization.
* Advantage: Extensive hands-on experience in developing and deploying DL-based software applications for camera systems, image processing, or video analysis.
* Advantage: Experience with simulators (Gazebo, Isaac Sim, Unity) and real-world testing.
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