דלג לתוכן הראשי

Senior Engineer, Deep-Learning & 3D Computer-Vision

Samsung Electronicsהרצליה, מחוז תל אביב, ישראללא צויןFull-timeדרגה: בכיר/ה

פורסם לפני 4 ימים · 0 מועמדים

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תובנת Willbi

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.

חובה
  • MSc or PhD in Physics or Electrical Engineering
  • 8+ years of experience in Deep Learning and 3D Computer Vision
  • Python
  • PyTorch
  • OpenCV
יתרון
  • 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 לעיון

About 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.

אודות Samsung Electronics
פרופיל החברה · בקרוב

ביקורות עובדים · בקרובעוד משרות ב-Samsung Electronics

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דומות וקשורות
Samsung Electronics
פורסם לפני 4 ימים · 0 מועמדים
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