Computer vision

DataGen is seeking a Machine Learning Engineer to develop and expand our algorithmic capabilities and infrastructure. This is the perfect opportunity for a developer with strong software experience who is looking for an opportunity to learn more about algorithms, deep learning, machine learning, and more. This role will be a core part of our growing Algorithms Team.

In this role, you will:

  • Train deep learning models for various tasks (object detection, semantic segmentation, etc.) using synthetic and real data
  • Write reports and presentations that show how synthetic data enables us to improve standard Deep Learning benchmarks
  • Leverage our synthetic data generators to optimize those models performance, and even get to state-of-the-art results
  • Take an impact-driven approach to leverage technology to solve business problems

For this role, you must have:

  • 3+ in of experience in Software or DevOps roles (no ML experience required)
  • Strong proficiency with Python, Linux, Docker
  • Basic abilities working with the Cloud, particularly AWS
  • Foundational knowledge of Deep Learning (for instance, completion of an online course or relevant academic work)
    • Even better if you already have some ability to code with a deep learning framework (e.g. Pytorch, Tensorflow, Fastai, Keras, etc.)
    • Even better if you have already some experience integrating with ML experiment tracking tools (e.g. ML Flow, Neptune.ai, Weights & Biases, etc.)

Join our top-notch Computer Vision AI Algorithm group at Pixellot and help us revolutionize sports production.

Pixellot’s automated sports production solutions revolutionize traditional video capture, production and distribution processes, enabling professional and amateur sports organizations to affordably cover and monetize their events.

As part of the AI algo group you will have an impact over the company's activity and success. You will take part in Computer Vision and Machine Learning development for Pixellot’s products: detection, recognition, and real-time automatic production with an unmanned camera system.

Are you passionate about real-world AI solutions, a team player and have great coding skills? Join our all-stars team!

As part of your role you will:

  •  Research and develop state-of-the-art Computer Vision and Deep Learning based algorithms to be integrated into Pixellot's products. This includes academic-style research and design in Python.
  • End product platform implementation (C++), while considering constraints such as computation resources, response time, memory consumption, etc.
  • Work and cooperation with All-star teammates across our R&D group.

You should bring with you:

  •    M.Sc / PhD student (relevant fields: Electrical engineering/ Computer Science / equivalent). GPA 85+
  •    Proven experience in deep learning and machine learning research and development for computer vision tasks
  •    Excellent programming skills
  •   Proficiency in python and deep learning tools (e.g. keras / tf /pytorch)
  •  Strong independent work and self-learning abilities.
  •   Available for at least 3 working days a week.

Advantage:

  •  Excellent C++ programming skills (or equivalent OOP) – Big Advantage
  • Experience In OpenCV
  • Experience with video and real-time algorithmic development
  • GPU computing (e.g., OpenCV), with parallel considerations

Are you passionate about real-world AI solutions, a team player and have great coding skills?Join our top-notch Computer Vision AI Algorithm group at Pixellot and help us revolutionize sports production.

Pixellot’s automated sports production solutions revolutionize traditional video capture, production and distribution processes, enabling professional and amateur sports organizations to affordably cover and monetize their events.

As an AI algorithm developer you will have an impact over the company's activity and success. You will take part in Computer Vision and Machine Learning development for Pixellot’s products: detection, recognition, and real-time automatic production with an unmanned camera system.

 As part of your role you will:

  • Research and develop Computer Vision and Deep Learning based algorithms to be integrated into Pixellot's products.
  • End product platform implementation (C++), while considering constraints such as computation resources, response time, memory consumption, etc.
  • Work and cooperation with All-star teammates across our R&D group.

You should bring with you:

  • Impressive M.Sc degree from a prominent academic institute (relevant fields: Electrical engineering/ Computer Science / equivalent). GPA 85+
  • Proven experience in deep learning and machine learning for computer vision tasks
  • Excellent programming skills
  • Proficiency in python and deep learning tools (e.g. keras / tf /pytorch)
  • Strong independent work and self-learning abilities.

Advantage:

  • Excellent C++ programming skills (or equivalent OOP) – Big Advantage
  • Eexperience in computer vision / machine learning research
  • Experience In OpenCV
  • Experience with video and real-time algorithmic development
  • GPU computing (e.g., OpenCV), with parallel considerations

Novocure provides cancer patients with a novel treatment for aggressive cancers using Tumor Treating electric Fields (TTFields). We are developing a novel software platform for TTFields treatment planning. This software is being integrated into hospitals and clinics around the world, and will become a key element of TTFields therapy. We are looking for an algorithm engineer to develop and implement novel algorithms at the core of this system. This includes development of new features and improving existing algorithms.

Responsibilities for this position

  • Revise and improve current algorithms based on system requirements
  • Develop, implement and evaluate algorithms for new features.
  • Collaborate with physicists and software and algorithm engineers to integrate the core algorithms within the software platform.

Write documents and prepare presentations necessary for patents, regulatory submissions, academic conferences and other scientific publications

Requirements for this position:

  • Qualifications:

BSc/MSc in computer science or biomedical/electrical/computer engineering.

  • Knowledge:
  • 2-4 years of experience in industry or academia in the field of image processing.
  • Proficient in implementing computer vision and image processing algorithms.
  • Team player capable working in a multi-disciplinary environment involving software engineers, physicists, algorithm engineers and physicians.
  • The following skills provide an advantage:
    • High level of proficiency in Python or C++
    • Experience with machine learning algorithms or deep learning
    • Experience with medical image processing
    • Experience with computational geometry / computer graphics

Cognata is at the forefront of the explosive growth of the autonomous vehicle industry – fusing Deep Neural Networks, Big Data algorithms and 3D simulation/mapping to succeed in a massive undertaking – supporting the full product life cycle of developing Autonomous Vehicles, to be rolled out in the real world, after being rigorously tested in billions of miles of simulated driving.

We’re looking for a highly talented and experienced computer vision algorithm engineer, reporting to Algorithms team leader. In this role, you will design, build cutting edge machine learning modules.

All this while maintaining and contributing to our strong start-up can-do culture.

Responsibilities

  • Deep neural network based classifiers, detectors and segmentation network development.
  • Photo geometric transformations and Computer vision based filters.
  • Sensor fusion of data and visualization
  • Physical estimators

Qualifications

Languages:

  • Required: Python, PyTorch
  • Advantage: Matlab, git
  • OS: Linux (Preferred)
  • Education: Bs.C, Ms.C or Ph.D in Physics, Math or Computer science

Experience:

  • At least 3 years of experience with computer vision algorithms
  • Deep Learning framework knowledge is required
  • Automotive experience is an advantage

Algorithms Team Leader

DiA Analysis

We are looking for Team Leader to join our R&D group:

Responsibilities:

  • Leading Algorithms Team (4 members)

  • Leading the Deep Learning Research in the company

  • Leading algorithm development for state of the art medical imaging systems, overall responsibility of the algorithm tasks in the product.

  •  Implementation of new algorithmic modules, focusing on computer vision and artificial intelligence.

  • Data Science and Data analytics: Deep Learning data preparation; Design of Deep Learning Networks for Classification, Segmentation and Tracking algorithms; implementation of models in a production environment.

  • Solving complex computer vision problems, maintaining, testing, and analyzing algorithmic components.

What Do You Need to Succeed?

  • Ph.D., M.Sc. in Exact sciences (Computer Sciences, Electrical /Electro-optical Engineering, Mathematics, Physics, Biomedical Engineering).

  • Have theoretical and hands-on experience (4+ years) in at least one of the following: Computer Vision, Image Processing, Machine Learning.

  •  Strong ability for an independent end to end implementation of algorithm solution: problem analysis and definition, mathematical solution, code implementation.

  • Have managment experiencre

  • Proficiency with Python

  • Proficiency with OpenCV

Job Description

Alibaba's DAMO-Israel lab is super-charging innovative products by empowering them with Deep-AI. These products are targeting fascinating new markets, such as photo sharing, storage services, and more.

The Israel Lab is spearheading research and development of core computer vision and machine learning technologies, collaborating with world-class global teams to deliver emerging products and technologies.

As part of Alibaba Machine Intelligence Israel Lab, you will work on innovative projects and will be able to enjoy and leverage the computational power and infrastructure of the Alibaba ecosystem.

Your Responsibilities:

– Solve the most challenging problems in AI and publish them at top conferences.

– Research and experiment with state-of-the-art deep learning algorithms to solve critical business problems of massive scale.

– Lead academic and industrial collaborations with top researchers. Ignite cross-team collaboration inside DAMO academy with researchers, software and data engineers to develop the next generation of AI products.

– Plan and execute cutting-edge research to advance the understanding of images, video, and natural language. Lead the integration of your research all the way into Alibaba’s products.

Job requirements

– Ph.D. in Computer Science, Electrical Engineering, Mathematics or similar, preferably with a focus on machine-learning, optimization, data science and its applications.

– Proven track record demonstrated by research grants and fellowships, patents, and publications in top conferences, NeurIPS, ICML, CVPR, ACL, and similar.

– At least 4 years of relevant industry experience, with proven success in delivering novel, high-quality solutions

– Proficiency with coding in Python or similar, as well as leading deep learning software libraries such as Pytorch, Tensorflow and Keras.

– Creative and hands-on mindset. Passionate about AI

We are very proud of our culture and vision of Alibaba, which includes continuous learning, adaptivity, teamwork and commitment. Join us on this journey!

Job opening – Deep Learning Researcher at MyCrops

MyCrops provides precision agriculture solutions through machine vision. We use imaging systems to scan plants in greenhouses, and pin-point health issues. Our clients are international, large-scale greenhouse cultivators. We are well funded and are now upscaling our operations. We are looking for a talented and enthusiastic team player to join us.

As a Deep Learning Researcher, you will:

* Develop, train, and validate deep learning models for classification, detection, segmentation, and tracking

* Optimize models for production in cloud and edge-computing environments

* Develop semi-automated annotation pipelines, including active learning

* Keep up to date with new research and technologies

* Working with a talented team passionate about making a positive impact

About you:

* Team player who enjoys brainstorming and solving problems together

* 2+ years of industry experience in deep learning for computer vision problems

* Experience in delivery and maintenance of an algorithm in production

* High proficiency in Python and Linux

*Relevant bachelor's degree, or proven extensive experience in computer vision

* Owner/Doer mentality

* Experience with at least one of the following frameworks: Keras, PyTorch, Tensorflow

The following are a big plus:

* Additional experience as a software developer

* Experience with classic image analysis

* MSc/Ph.D. in STEM

* Experience working on a cloud environment

About us:

We’re boots-on-the-ground, dirt-under-the-fingernails kind of people. Literally.

MyCrops was founded by team members who grew up on and got our hands dirty on family farms. We witnessed firsthand the challenges—and pleasures—of working in orchards, vineyards, and greenhouses. We founded MyCrops to bring the power of data and technology to farms—large and small, old and new—to help them operate more efficiently and successfully, especially in changing times and circumstances.

Our technology harnesses what we see as the most powerful asset a farm has: the agronomist’s eyes, coupled with his or her expert knowledge of what each plant needs. We’ve taken that and packed it into a precision agriculture intelligence platform that’s strengthening farms, empowering farmers, and driving the future of agriculture.

We’re looking for great people who aren’t afraid to get their hands dirty (OK, not literally…) to bring about transformative change in agriculture using data and technology. We’re a close-knit team powered by our passion for empowering farmers and shaping the future of agriculture. If that sounds like you, check out our positions below.

Are you a problem solver ? Then, we look for you !

SagivTech is looking for a Computer Vision & Deep Learning Developer to join the team !

We look for people who are fast learners, are happy to face new challenges, can work in a team or independently, and are fun to work with.

Other skills:

– MSc in computer science

– Background in general algorithms and computer vision algorithms (Experience is best but extensive hands on academic background is also cool)

– Knowledge in Deep Learning

– Experience with a variety of cameras/sensors/depth cameras – an advantage

– Programming languages: C++, python

– Experience with OpenCV

– Experience in Matlab – an advantage

– Feel comfortable in different OS's (Windows/Ubuntu)

– Ping Pong / Chess skills are an advantage

What we offer:

– CV/DL developer position

– A boutique projects company that delivered dozens of projects in the last 12 years

– An opportunity to work on a variety of problems

– Small team of problem solvers

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