Computer vision

Asensus Surgical is currently seeking an Algorithm Developer to join our growing Israel R&D center.  We are looking for an MSC/PHD student level algorithm developer to join our R&D team developing the next generation of vision-assisted robotics in the operating room.

This role will develop efficient computer vision algorithms to incorporate into the Senhance robotic system software platform.  

What You Bring 

  • Msc/PhD student in computer science or electrical/biomedical engineering 
  • Ability to work at least 20 hours per week at a flexible schedule.
  • Proven experience in implementing modern computer vision and image processing algorithms and methods.
  • Proficient in machine-learning and  deep-learning based methods for computer vision
  • Experience in Python programming
  • Experience with deep-learning libraries including TensorFlow/PyTorch 
  • Experience with computer-vision libraries such as openCV
  • Demonstrated ability to read and understand the relevant literature and research
  • Team player capable of working in a multicultural and multi-disciplinary environment involving software engineers, algorithm engineers and physicians in local and remote settings. 
  • Specific experience in at least one of the following is an advantage:
    • VAN/SLAM
    • 3D reconstruction 
    • Stereo imaging
    • Tracking
    • Segmentation  
  • Industrial experience – an advantage
  • Experience in a medical device company – an advantage
  • Experience in C++ programming – an advantage
  • Experience with NVIDIA software tools for implementing algorithms on GPU – an advantage

What You’ll Do 

  • Responsible for the development, implementation and evaluation of computer vision and image processing algorithms
  • Understand the system requirements and convert these into usable algorithmic solutions 
  • Utilize existing research, literature and study of existing state of the art tools to develop best in-class solutions
  • Interact with other departments including software engineers  locally and remotely in order to incorporate solutions in the Senhance robotic system

AI Student in Weizmann SAMPL lab

Weizmann Intitute if Science

The Signal Acquisition, Modeling, Processing and Learning (SAMPL) lab headed by Prof. Yonina Eldar at the Weizmann Institute of Science is looking for excellent undergraduate/ M.Sc. students who would like to participate in cutting-edge research in artificial intelligence (AI) for medical imaging.

The desired candidate should have practical experience in:

  • Python – mandatory
  • Deep-learning tools – preferred
  • Mathematical background
  • Complex software systems – advantage

The work is in on site for at least 2 full days a week.

Project payment according to minimum rate and not more than 120h/month.

We are looking for highly talented Data Scientists who specialize in Computer Vision Image Processing to join our R&D team.

Responsibilities

As a data scientist you will responsible for research and development of core algorithms that fuels our products. This is an end-to-end responsibility, from an idea to a product. It includes:

  • Develop deep learning models – design and build architectures, training, evaluation and deployment
  • Develop image processingcomputer vision algorithms
  • Maintain and improve our research python package that provides DLML capabilities, image data handling and manipulation and more
  • Research and review of academic papers related to our use case

Desired Skills & Experience

  • Team player
  • Strong programming skills
  • Self-learning abilities
  • BSc, MSc, or Phd in STEM field
  • In-depth knowledge and hands-on experience in:
  • Deep Learning
  • Computer Vision
  • Image Processing
  • Experience with a major deep learning framework (PyTorch or TensorflowKeras)
  • Experience with OpenCV and Numpy
  • Experience deploying neural networks in cloud or edge devices – Advantage
  • Experience with cloud computing environments (e.g. Google Cloud, AWS, Azure) and relevant execution frameworks (Docker, Kubernetes, etc.) – Advantage
  • Years of experience: 1-2 

Algorithms Team Leader – 3D Computer Vision & Sensor
Fusion

Job description
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 lead the 3D vision & sensor-fusion team, spearhead development in various projects such as autonomous ground and aerial vehicles, active defense of armored vehicles and situational awareness.

Responsibilities
 Lead a team of algorithm developers, recruit, manage and guide team members
 Lead the development of algorithms for 3D perception, mapping and estimation
 Lead the development of algorithmic infrastructure for various platforms and
projects

Requirements
 MScPhD in CSEERelated field
 5 years of experience developing computer-vision algorithms
 Strong knowledge in 3D computer-vision, mapping and estimation
 Highly proficient in Python or C++
 Leadership capabilities
 Knowledge in SLAM – advantage
 Knowledge in Deep Learning and ML frameworks (PyTorchTF) – advantage

Algorithms Team Leader – Computer Vision

Job description
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 lead the computer vision team, spearhead development in various projects such as autonomous ground and aerial vehicles, active defense of armored vehicles and situational awareness.

Responsibilities
 Lead a team of algorithm developers, recruit, manage and guide team members
 Lead the development of algorithms for object detection, semantic segmentation,
tracking and more
 Lead the development of algorithmic infrastructure for various platforms and
projects

Requirements
 MScPhD in CSEERelated field
 5 years of experience developing computer-vision algorithms
 Strong knowledge in deep learning methods for computer vision
 Knowledge in classical computer vision methods
 Knowledge in Deep Learning and ML frameworks (PyTorchTF)
 Highly proficient in Python or C++
 Leadership capabilities

 

Algorithms Team Researcher – Computer Vision

Job description

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 computer vision team, take part in various projects such as autonomous ground and aerial vehicles, active defense of armored vehicles and situational awareness.

Responsibilities

 Develop algorithms for object detection, semantic segmentation,
tracking and more
 Take part in developing algorithmic infrastructure for various platforms and
projects

Requirements
 MScPhD in CSEERelated field
 2 years of experience developing computer-vision algorithms
 Strong knowledge in deep learning methods for computer vision
 Knowledge in classical computer vision methods
 Knowledge in Deep Learning and ML frameworks (PyTorchTF)
 Proficient in Python or C++

About Gentex

Gentex is a US based global automotive supplier of advanced products that enhances driving safety and convenience. Gentex’s Israeli R&D center is located in Tel-Aviv and is focused on developing the next generation of automotive AI technology for in-cabin and driver monitoring. The work spans from concept, to prototype, and to product, alongside Gentex's global teams.

About the Position

We are looking for talented algorithm developers to join our R&D group. In this position you will:

  • Design algorithms based on both machine learning as well as classical computer vision.
  • Develop features from proof of concept to final product.
  • Work on unique state-of-the-art proprietary optical technology.
  • Become a part of a global R&D operation and a dynamic local team.

What are we looking for?

  • Degree in Computer Science ,Electrical Engineering, Physics ,Mathematics or related fields.
  • Background in Computer Vision andor Machine Learning.
  • Solid knowledge in Python
  • 3 years of experience in algorithm development.
  • Strong mathematical skills and analytical thinking.
  • A problem solver and a team player
  • Advantage – Background in optics andsignal processing3D modeling.

Come and join us to lead the fight against cancer by discovering the next generation of cancer treatments, novel biomarkers and drug targets, and helping tailoring treatments for the individual patient while using cutting edge technologies of computer vision, deep learning and spatial biology.

Key Responsibilities:

  • Contribute to the establishment of innovative spatial biology platforms, integrated to a multi-dimensional single-cell-omics data generation pipeline.
  • Design, develop and perform experiments to generate spatial datasets, including multiplex imaging and spatial transcriptomics.
  • Lead research projects with a multidisciplinary team including data scientist and software engineers
  • Optimize and troubleshoot experimental conditions to ensure high quality and high reproducibility of the data.
  • Collaborate closely with colleagues in the functional genomics team, computational biology / software engineering teams and provide support for application development.
  • Maintain extensive knowledge of the literature and best practices in spatial biology, in particular related to the immune system
  • Work with and present to key opinion leaders in the scientific community and Pharma industry

Qualifications:

  • MD/PhD or PhD degree in Immunology or Cancer Biology.
  • Experience in designing and executing research projects in the field of cancer and immunology.
  • Experience in analyzing and interpreting clinical data.
  • Experience working with Python / MATLAB / R.
  • Knowledge in machine learning and/or deep learning algorithms
  • Interpersonal skills, collaboration, teamwork.

Advantage:

  • Previous work experience in the biotech industry.
  • Experience in spatial biology analysis and interpretation of high-plex images (e.g. MIBI, IMC, CODEX or comparable platforms).
  • Research in cancer biomarkers and/or immunotherapy target discovery.

Snap Inc. is a camera company. We believe that reinventing the camera represents our greatest opportunity to improve the way people live and communicate. Our products empower people to express themselves, live in the moment, learn about the world, and have fun together.

Snapchat is the camera used by millions of people every day to Snap with family, watch Stories from friends, see events from around the world, and explore expertly-curated content from top publishers. In short, we are a passionate team working hard to build the best platform in the world for communication and storytelling.

We’re looking for an exceptional Deep Learning (DL) Intern to join our Augmented Reality team in Tel-Aviv and help us improve our core camera technology using state-of-the-art Computer-Vision (CV) techniques – This includes building deep learning models that will be used by millions of users throughout the world, from literature research to implementation, under the guidance of some of the top talents in the field, and with access to huge gpu and compute resources. Applicants need to demonstrate exceptional skills in research and implementation of algorithms in DL, ML, and CV.

About the position

Healthy.io is the first company to successfully turn the smartphone camera into a clinical-grade medical device, enabling faster treatment and improved care for patients worldwide. Our products combine computer vision and machine learning technology with best-in-class UX design to create new clinical pathways through smartphone-powered urinalysis, digitized wound management, and beyond.

Headquartered in Tel Aviv with 300 employees across London, Boston, and Singapore we are growing fast as we serve more and more patients across ever-expanding areas of healthcare.

From an engineering standpoint, we hold ourselves to the highest standards. Our services must be robust, resilient, secure, performant, and scalable. We build an array of services that support the entire company's technical endeavors- everything from our mobile and web applications to our internal research tools. Our infrastructure powers our computer vision and ML algorithms, and our DBs are used for data science and BI.

We are looking for an experienced computer vision algorithm developer to join our wound research task force. The challenges we face involve 3D reconstruction and accurate measurements, edge device real-time computer vision, deep understanding of color and camera image processing pipelines and diverse deep learning problems. We are looking for a self-driven and experienced algorithm developer to join our team and help clinicians accurately measure and assess wounds and enable meaningful interventions at the right moments.

Requirements
  • At least 5+ years of python/C++ experience developing image processing algorithms.
  • Strong computer science mathematical foundations.
  • A good understanding of software development principles and design methodologies.
  • Strong OpenCV experience.
  • Deep learning experience – an advantage.
  •  Experience with development for mobile / other edge devices – an advantage.
  •  M.Sc. in Computer Science, Mathematics, Physics or related fields. – an advantage.
  •  Experience in 3D geometry, stereo and depth-sensing – a strong advantage.
  •  Prior work experience related to photography – a strong advantage.
Role & Responsibilities
  • Develop, improve and maintain our algorithmic modules for new and existing products.
  •  Transform ideas or business needs at a very basic level from the research stage to production readiness.
  •  Design and optimize code and algorithms performances.
  • Promote clean testable and robust architecture for our algorithm implementations.
  • Cooperate with other team members such as data scientists, lab operators, and other developers to achieve team goals.
  • Take ownership of projects from end-to-end.
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