דרושים » אלגוריתמים » Reinforcement Learning Researcher

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1 ימים
אלביט מערכות
Job Type: Full Time
The Land division of Elbit Systems provides integrated solutions to the defense sector, and is a major part in ensuring the safety of Israeli citizens and defense forces
At the AI and Algorithms Group 
we develop cutting edge algorithms for a wide range of systems, from autonomous vehicles to drones and more. We tackle problems in the areas of 3D-perception, computer-vision and decision-making, using Deep Learning and Reinforcement Learning methods
We are looking for an experienced algorithm Developer to join the
Decision-Making team, take part in developing algorithms for various projects such as autonomous ground and aerial vehicles, decision support systems and more
The job is located in Yoqne'am
Requirements:
:Requirements

MSc/PhD in CS/EE/Related field, with a relevant thesis (preferably RL)
3 years of experience developing decision-making algorithms (preferably decision-making)
Strong knowledge in Reinforcement Learning
Highly proficient in Python
Solid knowledge in Deep Learning and PyTorch
Good understanding of dynamical systems (advantage)
Knowledge of planning algorithms and combinatorial optimization (advantage)

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**רק פניות מתאימות יענו
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דיווח על תוכן לא הולם או מפלה
מה השם שלך?
תיאור
שליחה
תודה על שיתוף הפעולה
מודים לך שלקחת חלק בשיפור התוכן שלנו :)
 

חברת השמה / כח אדם

1 ימים
אורלי השמה
Job Type: Full Time
The Company is a leader in AI based perception and decision-making applications for vision systems and autonomous platforms. We deliver robust Real-Time perception solutions for any kind of vision sensor and environmental conditions while specializing in implementing them on low-power edge devices.

As an Algorithm engineer, youll work with the best researchers to solve challenging problems and realize novel ideas into products. The ideal candidate for the role would be fluent and up-to-date with Computer Vision research and obsesses about high-quality system engineering to realize research ideas and provide the best AI products in the market.
Requirements:
BSc/MSc degree in Computer Science, Electrical Engineering, Applied Mathematics, or a related field
- Over 5 years of experience in hands-on development of computer vision algorithms
- Extensive experience in research and development of deep learning solutions within the computer vision domain
- Experience with various computer vision tasks with specialization in a least one of these fields: Scene and object motion estimation, SLAM, State Estimation, Sensor Fusion, Generative models such as GANs, Pose estimation, Object detection, Tracking, Semantic Segmentation, Camera Calibrations
- Demonstrated expertise in data manipulation, statistical modeling, and ML/ DL solution implementation in production environments (using TensorFlow/Pytorch)
Proficiency in Python programming
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הגשת מועמדות
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101839
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דיווח על תוכן לא הולם או מפלה
מה השם שלך?
תיאור
שליחה
תודה על שיתוף הפעולה
מודים לך שלקחת חלק בשיפור התוכן שלנו :)
3 ימים
Location: More than one
Job Type: Full Time and Hybrid work
We are looking for a talented Senior Computer Vision Algorithm engineer to join our cutting-edge research development team.

Responsibilities:
* Collaborate with experts to deliver end-to-end products, from data collection to algorithm integration.
* Design and implement deep learning models.
* Experiment with CNNs, RNNs, transformers, and multimodal models for video tasks.
* Contribute to best practices, methodologies, and team feedback.
Requirements:
* MSc in Computer Science or related fields (Ph.D. - Advantage)
* 5+ years of hands-on experience with Computer Vision algorithms
* Strong background in Machine Learning and deep learning
* Proficiency in C ++ and Python
* Experience with TensorFlow or PyTorch
* Familiarity with IPP, OpenCV, and similar libraries
* Experience in one or more of the following (advantage): GNN, Scene Understanding, Video Understanding
* Experience with Linux
* Team player with good collaboration skills
* Experience with LMM/VLM frameworks Advantage
* Familiarity with ML tools like W B or ClearML Advantage
* Experience in a global medical device company or surgical robotic systems Advantage
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