דרושים » אלגוריתמים » Research Scientist, Computer Vision

2 ימים
משרה זו סומנה ע"י המעסיק כלא אקטואלית יותר
מיקום המשרה: תל אביב יפו
סוג משרה: משרה מלאה
משרות דומות שיכולות לעניין אותך
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1 ימים
Meta
Location: Tel Aviv-Yafo
Job Type: Full Time
Facebook Reality Labs (FRL) is a world leader in the design of virtual and augmented reality systems. We are currently seeking innovative researchers with a passion for technology to develop the next generation of Mixed Reality. The focus of this role includes 3D reconstruction, scene understanding, depth estimation, and semantic segmentation. The position requires a combination of education and experience in computer vision, computer graphics, and machine learning.
Research Scientist Mixed Reality Responsibilities
Lead and collaborate on research projects within a globally based team
Conduct applied research to advance the State of the Art in 3D Computer Vision and Machine Learning (Neural Rendering, Depth Estimation, 3D Generative-AI, 3D Reconstruction, Novel View Synthesis, Non-Rigid Tracking).
Collaborate with other researchers, engineers, and 3D artists to prototype hardware and software solutions, experiments and concepts.
Provide leadership to the engineering teams delivering Mixed Reality features into the Presence Platform as developer features available on Metas AR and VR devices.
Requirements:
PhD in the field of Computer Graphics, Computer Science, Physics, or Machine Learning with a proven academic track-record.
A track record of publications at leading workshops or conferences such as CVPR, ECCV/ICCV, SIGGRAPH, NIPS.
Experience leading a team in solving modeling problems using AI/ML approaches
Preferred Qualifications
Experience with real-time mixed reality software for mobile phones or head mounted VR/AR devices.
Proven track record of achieving significant results as demonstrated by grants, fellowships, patents, or product releases.
Experience solving complex problems and comparing alternative solutions, tradeoffs, and diverse points of view to determine a path forward.
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1 ימים
Meta
Location: Tel Aviv-Yafo
Job Type: Full Time
Meta is seeking AI Research Scientists to join fundamental and applied research teams, which are focused on making significant progress in AI. Advances in AI are key to our mission, spanning some of the most pressing research challenges of our generation across such areas as artificial intelligence, machine learning, computational statistics, and applied mathematics, particularly including areas such as deep learning, generative models, reinforcement learning, computer perception, natural language processing and speech. The ideal candidate will have a keen interest in producing new science to understand intelligence and technology to make computers more intelligent, or to work on more applied problems across the company.
Applied AI Research Scientist, Computer Vision Responsibilities
Lead and collaborate on research projects within a globally based team to advance the science and technology of intelligent machines
Lead research that enables learning the semantics of data (images, video, text, audio, speech and other modalities)
Work towards long-term ambitious research goals, while identifying intermediate milestones
Drive team goals & technical direction to pursue opportunities that make your larger organization more efficient
Influence progress of relevant research communities by producing publications
Contribute research that can be applied to Meta product development
Devise better data-driven models of human behavior
Requirements:
Ph.D. and publications in machine learning, AI, computer science, statistics, applied mathematics, data science, or related technical fields
Proven work experience in a university or industry lab(s), in a lead role with primary emphasis on AI research
Experience in theoretical and empirical research and for addressing research problems
Experience communicating research for public audiences of peers
Knowledge in a programming language
Preferred Qualifications
Experience leading a team in solving modeling problems using AI/ML approaches
First-author publications at peer-reviewed AI conferences (e.g. NeurIPS, CVPR, ICML, ICLR, ICCV, ACL, Interspeech and ICASSP)
Experience driving original scholarship in collaboration with a team
Experience in developing and debugging in C/C++, Python, or C#
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דיווח על תוכן לא הולם או מפלה
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1 ימים
Meta
Location: Tel Aviv-Yafo
Job Type: Full Time
In this role, you will be researching and applying a range of software, computer vision and machine learning techniques for solving challenges that bridge virtual and real worlds and will impact billions of people. We're addressing a variety of technical challenges in the areas of real-time image processing, 3D graphics, SLAM, scene reconstruction, machine perception, visualisation and human interaction. As well there are opportunities to collaborate with researchers in Facebook Reality Labs (FRL) and Facebook AI Research (FAIR).
Computer Vision Engineer Responsibilities
Design and develop novel computer vision and/or machine learning algorithms in areas such as: real-time scene and object tracking, reconstruction and understanding as well as, segmentation, face tracking, body tracking, key point estimation, depth sensing, generative approaches such as GANs, 3D stereo and volumetric reconstruction, avatars, reconstructions and virtual try-ons.
Develop prototypes for future VR/AR/MR experiences, drive continued development, and integrate robust solutions into product.
Collaborate with cross-functional engineering and research teams from Facebook Reality Labs (FRL) and Facebook AI Research (FAIR)in computer vision, machine learning, and graphics.
Participate in cutting edge research in computer vision that can be applied to AR/VR product development.
Define projects for other engineers to possibly solve and achieve impact based on your direction
Requirements:
BSc degree in Computer Science, Computer Vision, Machine Learning, or related technical field.
Experience developing and designing Computer Vision and/or Machine Learning technologies and systems.
Experience engineering in C++ and/or Python
Prototyping and engineering experience in at least ONE relevant specialization area in either Computer Vision or Machine Learning: SLAM State Estimation Sensor Fusion, Dense 3D reconstruction, Object detection, segmentation and tracking Scene understanding/ Semantic Segmentation or Online Calibration.
Preferred Qualifications
MSc or PhD degree in Computer Science, Computer Vision, Machine Learning, Robotics or related technical field.
Industry experience working on projects such as: real-time SLAM and 3D reconstruction, sensor fusion and active depth sensing, object and body tracking and pose estimation, and/or image processing. Image and/or semantic segmentation, 2D and 3D key point estimation and surface reconstruction, depth estimation.
Developing and designing Computer Vision and/or Machine Learning technologies and systems for running on edge devices (mobile phones, and/or custom hardware)
Publication track record at conferences such as SIGGRAPH, CVPR, NIPS, ECCV, ICCV, ISMAR, ICML, etc.
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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 :)
1 ימים
Meta
Location: Tel Aviv-Yafo
Job Type: Full Time
Our Reality Labs division explores, develops and delivers cutting-edge technologies that serve as the foundations for the Metaverse and other future Reality Labs products, such as Oculus headsets, future AR glasses and our FB Family of Apps (Messenger, Instagram, WhatsApp). From Visual Localization, SLAM, 3D reconstruction, Context/Semantic Understanding, Mapping, Tracking, and Sensor Fusion, our team is focused on taking new technologies from early concept to the product level while iterating, prototyping, and realizing the human value and new experiences they open up.
Computer Vision Engineer (Leadership) - Reality Labs Responsibilities
Lead the design and development of novel computer vision and/or, machine learning algorithms in areas such as: real-time scene and object tracking, reconstruction and understanding, as well as, segmentation, face tracking, body tracking, key point estimation, depth sensing, generative approaches such as GANs, 3D stereo and volumetric reconstruction, avatars, reconstructions and virtual try-ons
Play a critical role in the definition and execution of long-term roadmaps in partnership and cross functional organizations in computer vision, machine learning, graphics, sensors, optics, and silicon
Lead and collaborate with multidisciplinary engineering and research teams to develop technologies from early exploration and incubation to production
Be a go-to person to escalate the most complex online / production performance and evaluation issues that require an in depth knowledge
Develop prototypes for future VR/AR/MR experiences, drive continued development, and integrate robust solutions into products
Participate in cutting edge research in computer vision that can be applied to AR/VR product development
Define projects for other engineers to possibly solve and achieve impact based on your direction
Requirements:
Prototyping and engineering experience in at least one relevant specialization area in either Computer Graphics, Computer Vision or Machine Learning: SLAM, State Estimation, Sensor Fusion, Generative models such as GANs, Pose estimation: Body, Facial, Hand or Eye Tracking, Dense 3D reconstruction, Object detection, segmentation and tracking Scene understanding/Semantic Segmentation, Photorealistic rendering, Factory, HW, Camera or Online Calibration
BSc degree in Computer Graphics, Computer Science, Computer Vision, Machine Learning, or related technical field
Experience in driving large cross-functional/industry-wide engineering efforts
Experience in mentoring/influencing senior engineers across organizations
Experience communicating and working across functions to drive solutions
Preferred Qualifications
MSc or PhD degree in Computer Graphics, Computer Science, Computer Vision, Machine Learning, Robotics or related technical field.
Industry experience working on projects such as: real-time SLAM and 3D reconstruction, sensor fusion and active depth sensing, object and body tracking and pose estimation, and/or image processing. Image and/or semantic segmentation, 2D and 3D key point estimation and surface reconstruction, depth estimation, generative methods such as GANs, or photorealistic rendering
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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 :)
1 ימים
Meta
Location: Tel Aviv-Yafo
Job Type: Full Time
Meta is seeking AI Software Engineers to join our Research & Development teams. The ideal candidate will have industry experience working on computer vision related topics. The position will involve taking these skills and applying them to solve for some of the most crucial & exciting problems that exist on the web. We are hiring in multiple locations.
Software Engineer, Computer Vision - Reality Labs Responsibilities
Apply relevant AI and machine learning techniques to build intelligent rich visual systems that improve Meta's products and experiences
Assist in goal setting related to project impact, AI system design, and ML excellence
Drive large efforts across multiple teams
Mentor other AI Engineers & improve the quality of AI work in the broader team
Develop custom/novel architectures, define use cases, and develop methodology & benchmarks to evaluate different approaches
Apply in-depth knowledge of how the machine learning system interacts with the other systems around it
Requirements:
Bachelor's degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience.
Experience in one or more of the following areas: Deep Learning, Computer Vision, AR/VR, 3D Vision, Robotics, Machine Learning or artificial intelligence
Experience developing computer vision algorithms or computer vision infrastructure in C/C++ or Python
Preferred Qualifications
Experience with distributed systems or on-device algorithm development
Experience in deep learning and PyTorch
Experience contributing to AI Publications
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דיווח על תוכן לא הולם או מפלה
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שליחה
תודה על שיתוף הפעולה
מודים לך שלקחת חלק בשיפור התוכן שלנו :)
4 ימים
Check Point
Location: Tel Aviv-Yafo
Job Type: Full Time and Hybrid work
The Cloud Guard research team is looking for a curious and highly motivated Cloud Security Researcher who will translate the research to direct security value for the company and product.

As a Cloud Security Researcher in the Cloud Guard area, you'll conduct ongoing research on different cloud infrastructures and services, detect and replicate different attacks, and publish technical blog posts.

Key Responsibilities
Initiate and conduct Cloud Research Initiatives throughout the realm of cloud cyber security.

Conduct cutting-edge research on all different cloud vendors and become an authoritative source of knowledge for the team.

Collaborate with cross-functional teams: Work closely with various teams to drive cloud detections in the product.

Publish intensive, technical blog posts on attack discovery and deep insights.
Requirements:
2+ years of proven experience in Security Research, preferably Cloud

Deep knowledge of at least one public cloud (AWS, Azure, GCP)

Experience in network traffic analysis, web, and other communication protocols

Experience in publishing security research papers and conference talks

B.S.C in technology major

Quick and creative solution-finding abilities

Ability to work under pressure

Excellent time management and interpersonal skills
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דיווח על תוכן לא הולם או מפלה
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שליחה
תודה על שיתוף הפעולה
מודים לך שלקחת חלק בשיפור התוכן שלנו :)
 

חברת השמה / כח אדם

3 ימים
דיאלוג
סוג משרה: משרה מלאה
לחברת Start-Up מצליחה בתחום ה- AR (augmented reality) המפתחת מוצר פורץ דרך בתחום ה- motion capture ומשלבת טכניקות של computer vision עם מודלים של deep/machine-learning דרוש/ה Computer Vision Engineer לצוות המחקר והפיתוח, למשרה הכוללת פיתוח משלב הרעיון ועד לייצור.
סביבה טכנולוגית: Python / ++ C / Cuda.
דרישות:
BSc / MSC רלוונטי
4 שנות ניסיון בפיתוח Computer Vision Algorithms
ניסיון בכתיבה ב- ++ C וב- Python
ניסיון עם OpenCV
ניסיון עם geometric aspects של computer vision כמו intrinsic/extrinsic calibration, triangulation, and multi-view geometry, applied in 3D scene reconstruction המשרה מיועדת לנשים ולגברים כאחד.
 
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הגשת מועמדות
עדכון קורות החיים לפני שליחה
68743
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