Senior Engineer, Deep-Learning & 3D Computer-Vision
Sec- Location
- Azrieli Building G, Herzliya, Israel
- Workplace
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- Employment
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- Salary
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Posted 1mo ago
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 screening process
2 -3 professional 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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Skills
- Computer Vision
- Deep Learning
- Generative AI
- Python
- PyTorch
- Unity
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