Senior Engineer, Deep-Learning & 3D Computer-Vision
Samsung Electronics
Senior Engineer, Deep-Learning & 3D Computer-Vision
Job Description
Position SummarySamsung 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 interviewsHiring Manager InterviewHR InterviewReference checkManaging Director InterviewWhy 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 ResponsibilitiesPrototype/research/develop advanced DL/3D CV/GenAI algorithms for various use-cases such as camera imaging, robotics and simulationManage 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 constraintsGuide the adoption of emerging technologies to elevate Samsung’s new solutions.Stay at the forefront of developments in deep learning/computer vision/GenAIContribute to technology roadmaps and R&D investment decisionsSkills and QualificationsMSc/PhD in Physics/EE - must8+ years of experience in DL/3D CV, with a proven track record of developing solutions from research to production - mustProven 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 OpenCVStrong 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&DAdvantage : experience with theoretical physical modeling/ simulationAdvantage: 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.* Please visit Samsung membership to see Privacy Policy, which defaults according to your location. You can change Country/Language at the bottom of the page. If you are European Economic Resident, please click here.
Locations
- Israel, Herzliya, Azrieli Building G
Skills Required
- DL/3D CVintermediate
- at least one of the followingintermediate
- agile methodologiesintermediate
- rapid AI-first R&Dintermediate
- theoretical physical modeling/ simulationintermediate
- edge computing platformsintermediate
- developingintermediate
- simulatorsintermediate
Required Qualifications
- MSc/PhD in Physics/EE - must (degree in physics)
- 8+ years of experience in DL/3D CV, with a proven track record of developing solutions from research to production - must (experience, 8 years)
- Proven in-depth experience with at least one of the following: (experience)
- MSc/PhD in Physics/EE - must (degree in physics)
- 8+ years of experience in DL/3D CV, with a proven track record of developing solutions from research to production - must (experience, 8 years)
- Proven in-depth experience with at least one of the following: (experience)
- * Diffusion-based GenAI (experience)
- * DL-based CV/Image processing (e.g., segmentation, image restoration, monocular depth estimation) (experience)
- * Vision-Language Models (experience)
- * Physics Informed Neural-Networks (PINN) (experience)
- Strong programming skills in Python, PyTorch, and OpenCV (experience)
- Strong applied software engineering skills, with experience in agile methodologies and quality-driven development. (experience)
- Strong problem-solving skills, with the ability to navigate technical challenges and deliver innovative solutions. (experience)
- Experience with rapid AI-first R&D (experience)
- Advantage : experience with theoretical physical modeling/ simulation (experience)
- Advantage: Experience with edge computing platforms (e.g., NVIDIA Jetson) and real-time system optimization. (experience)
- Advantage: Extensive hands-on experience in developing and deploying DL-based software applications for camera systems, image processing, or video analysis. (experience)
- Advantage: Experience with simulators (Gazebo, Isaac Sim, Unity) and real-world testing. (experience)
- Strong programming skills in Python, PyTorch, and OpenCV (experience)
- Strong applied software engineering skills, with experience in agile methodologies and quality-driven development. (experience)
- Strong problem-solving skills, with the ability to navigate technical challenges and deliver innovative solutions. (experience)
- Experience with rapid AI-first R&D (experience)
- Advantage : experience with theoretical physical modeling/ simulation (experience)
- Advantage: Experience with edge computing platforms (e.g., NVIDIA Jetson) and real-time system optimization. (experience)
- Advantage: Extensive hands-on experience in developing and deploying DL-based software applications for camera systems, image processing, or video analysis. (experience)
- Advantage: Experience with simulators (Gazebo, Isaac Sim, Unity) and real-world testing. (experience)
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
- 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
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