Senior Engineer, Deep-Learning & 3D Computer-Vision
פורסם לפני 4 ימים · 0 מועמדים
התפקיד במילים פשוטות
תפקיד זה עוסק במחקר, פיתוח ומימוש של אלגוריתמים מתקדמים בלמידת עמוקה, ראייה ממוחשבת ב-3D ו-AI יוצר עבור טכנולוגיות מצלמה ורובוטיקה. העבודה כוללת ניהול מחזור החיים המלא של פרויקטי DL, החל משלב המחקר ועד לאופטימיזציה של מודלים עבור פלטפורמות קצה בזמן אמת.
- MSc or PhD in Physics or Electrical Engineering
- 8+ years of experience in Deep Learning and 3D Computer Vision
- Python
- PyTorch
- OpenCV
- Experience with theoretical physical modeling and simulation
- Experience with edge computing platforms (e.g., NVIDIA Jetson) and real-time system optimization
- Experience in developing and deploying DL-based software applications for camera systems, image processing, or video analysis
- Experience with simulators (Gazebo, Isaac Sim, Unity) and real-world testing
חולץ מתיאור המשרה · מתעדכן אוטומטית
למי זה מתאים
התפקיד מתאים לבעלי תואר שני או דוקטורט בפיזיקה/הנדסת חשמל עם לפחות 8 שנות ניסיון ב-DL וראייה ממוחשבת 3D. הוא פחות מתאים למועמדים ללא רקע אקדמי מתאים או ללא ניסיון מוכח בהעברת פתרונות ממחקר לייצור.
תיאור המשרה המלא
המשרה המקורית · נשמר לעיוןAbout Us:
Samsung Research Israel (SRIL), part of Samsung Electronics (SET), operates at the forefront of technological innovation through its two main hubs: Advanced R&D & Open Innovation. These departments focus on developing cutting-edge technologies to shape the future of Samsung Electronics.
SRIL actively collaborates with Israeli high-tech companies and academic institutions to integrate cutting-edge solutions into Samsung’s products, while also developing innovative technologies in-house. We lead advanced research in artificial intelligence, optics, and machine learning, aiming to deliver world-class technology with a global impact.
We are 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.
Our Offering
• A chance to work on cutting-edge AI and computer vision technologies that directly influence Samsung’s products worldwide.
• Exposure to world-class researchers and engineers in a collaborative, innovation-driven environment.
• Access to advanced computing resources and imaginglabs.
• Flexible engagement suited to a PhD student or postdoctoral researcher.
• Mentorship, professional growth, and the opportunity to contribute to high-impact global R&D projects.
שאלות על המשרה
- המשרה לא ציינה שכר. אנחנו מציגים שכר רק כשהמעסיק מפרסם אותו.
- MSc or PhD in Physics or Electrical Engineering, 8+ years of experience in Deep Learning and 3D Computer Vision, Python, PyTorch, OpenCV