Computer vision

GKI Group is looking for a Computer Vision Algorithms Engineer. As a Computer Vision Algorithms Engineer, you will take part in the development and implementation of new Computer Vision and Machine Learning technologies.

So, if you’re an experienced Data Scientist/AI Researcher/Computer Vision Engineer, Join our team and help the creation of a life-changing technology that will assist millions of people worldwide.

What are we looking for:

  • B.Sc. of higher degrees in exact sciences/computer science/Information systems engineering.
  • 2+ years of coding experience with Python or similar language.
  • 2+ of experience developing Computer Vision algorithms/image processing//NLP and similar algorithms – Must
  • Experience with Deep Learning Frameworks (such as PyTorch, TensorFlow, etc.) – Advantage
  • Good written and spoken communication skills in English.
  • Strong communication and collaboration skills

It will also be great if you have:

  • Experience with state-of-the-art computer vision techniques.
  • Experience as a Data Scientist, especially for startup companies.
  • Experience in engineering, especially working with CI, docker, Linux, AWS
  • Practical experience with current NLP transformers paradigm.

WSC Sports is the world’s fastest-growing sports-tech company, the developer of AI-based automation solutions for sports content creation and distribution, automatically and in real-time.

Why WSC-Sports:

Working with Great people in an awesome environment, using cutting edge technologies (video editing, AI, data, and sports- altogether!) with the opportunity to influence innovative products for NBA, Bundesliga, FIBA, Fox Sports, and other sports giants – are only part of the things WSC Sports has to offer!

What you’ll do:

  • Research and develop end-to-end real-time solutions for sports content automation using state-of-the-art deep learning algorithms for video, audio, and data analysis.
  • Full R&D cycle, from problem definition and research to implementation and productization with a high level of autonomy

What you’ll need:

  • MSc or Ph.D. in Computer Science, Electrical Engineering, Applied Math or related field with a focus on AI/Computer Vision/ML.
  • Theoretical and Hands-on experience with machine and deep learning solutions.
  • Experience in Computer Vision.
  • Strong analytical and problem-solving skills.
  • Excellent self-learning abilities.

DESCRIPTION

Nexar-powered dash cams enable new vision-based applications for better driving. When drivers pair Nexar-powered dash cams with the Nexar app, they join a network that powers new applications for driving and seeing the world. Using anonymous, aggregated data captured from this network, Nexar has developed a portfolio of vision-based data services for public and private sector partners to make roadways safer and more efficient. For automotive companies, dash cams are a gateway to a new era of connected services and new killer apps for drivers, from finding a parking spot to vision-based services.

That’s where you get into the picture. We are looking for smart, passionate, and mission-driven people to bring into our growing team, and help us meet the scale and opportunity in front of us.

We’re looking for a top notch deep learning researcher to help us shape the future of mobility and push the limits of AI.  

Main Responsibilities

  • Research and development of cutting edge machine learning and computer vision algorithms. Research domain includes: visual localization, depth estimation, neural architecture search, self-supervised learning, active learning, action recognition, object detection, object tracking, semantic segmentation, etc.
  • Leverage our massive large-scale datasets into impactful, life-saving products 
  • Work closely with the engineering team on planning and integrating your research projects into production. 
  • Work closely with product and BizDev teams to understand the user and business needs and to translate them into research requirements.

REQUIREMENTS

  • Ph.D / M.Sc. (with thesis) in Computer Science / Physics / Mathematics or any relevant field (Ph.D. and thesis in machine learning/computer vision is a plus)
  • Ph.D / M.Sc. (with thesis) in Computer Science / Physics / Mathematics or any relevant field (Ph.D. and thesis in machine learning/computer vision is a plus)
  • Strong background in machine learning, computer vision and algorithms
  • 3+ years of hands-on experience developing machine-learning/computer Vision algorithms
  • Hands-on experience with at least one major deep learning frameworks (e.g., TensorFlow, PyTorch)
  • Strong programming skills in Python
  • Creative and innovative problem-solving skills with a passion for cutting edge technologies and product delivery 
  • Strong team player and self-learner with excellent communication skills 
  • Get things done attitude

Head of AI

Nanit

We are a Tel Aviv based* technology company developing a brilliant baby monitor for the parenting market. We use advanced computer vision, machine learning and deep learning algorithms to help us measure human behavior. We’re changing parenting forever, with a vision that holds the promise to reveal more about human development than ever imagined.

You will join as the Head of the AI group to join our mission to make parenting easier and safer!

The job:

As the Head of AI, you will be responsible for leading our growing AI team and overseeing the research activities to deliver new AI capabilities, from early stages to production of new and existing products. Your work will be translated into a meaningful impact on parents’ life while delivering mission-critical, real-world systems.

You will lead the full AI product development life cycle, including:

  • Take part in building the AI strategy that will meet the business goals.
  • Manage, grow, and mentor the team, methodologies, technology, and maintaining high standards of execution within the team.
  • Work closely with product management and engineering, to design and implement our products to lead the market.
  • Be an enabler for the company’s growth

Requirements:

  • 5+ years of experience in growing and leading AI teams.
  • 5+ years of hands-on experience in Deep Learning and Computer Vision.
  • Great SW engineering skills (experience with Python, C++, and Matlab is a plus).
  • Experience building and maintaining ML pipeline in cloud environments.
  • Extensive experience in leading the build, deployment, and improvement of Machine Learning systems and algorithms in a growing startup developing real-world products.
  • Up to date knowledge of AI development and research methodologies and processes.
  • Strong understanding of probability, statistics, and information retrieval.
  • Experience with NLP, optimization, and/or HW is a plus.
  • Experience with predictive analytics and human behavior analytics is a plus.
  • Strong ability in taking a business challenge, transforming it into a plan, and leading its execution.
  • Great people and leadership skills.
  • M.Sc./PhD in Computer Science / Electrical Engineering / Physics / Mathematics or similar.

BriefCam® is the industry’s leading provider of Video Synopsis® solutions for rapid video review and search, real-time alerting, and quantitative research insights.

We’re growing and looking for a talented and versatile Algorithm Developer to join our Algorithm Researchers Team, the driving force behind our Deep Learning.

Responsibilities

  • Develop Deep Neural Networks and Computer Vision algorithms to address video understanding and summarization.
  • Programming in Python and C++ and uses GPUs to accelerate neural network training.
  • We are looking for talented people with strong technical and innovative skills, who can learn quickly, solve complex problems and introduce new capabilities.
  • Acting as a key member of the algorithm development team, while reporting to the team leader
  • Researching and implementing state-of-the-art Computer Vision and Deep Learning algorithms
  • Leading projects and feature development
  • Working closely with the data and infrastructure team and the performance and optimization team

Requirements

  • M.Sc. in Computer Science or similar (or B.Sc. with several years of experience).
  • Experience of at least 2 years in Deep Learning.
  • Solid Python and C++ programming skills.
  • Very good interpersonal skills.
  • Experience in Computer Vision – advantage.

BriefCam® is the industry’s leading provider of Video Synopsis® solutions for rapid video review and search, real-time alerting, and quantitative research insights.

We’re growing and looking for a talented and versatile Senior Algorithm Developer to join our Algorithm Researchers Team, the driving force behind our Deep Learning based AI.

Responsibilities

  • We are looking for talented people with lots of experience, strong technical and innovative skills, who can learn quickly, solve complex problems and introduce new capabilities.
  • Developing Deep Neural Networks and Computer Vision algorithms to address video understanding and summarization.
  • Researching and implementing state-of-the-art Computer Vision and Deep Learning algorithms
  • Leading projects and feature development
  • Working closely with the data and infrastructure team and the performance and optimization team
  • Acting as a leading member of the algorithm development team and as a source of knowledge, while reporting to the team leader

Requirements

  • Ph.D. /M.Sc. in Computer Science or similar
  • At least 8 years of professional experience in the fields of Machine and Deep Learning
  • Vast theoretical knowledge in the above fields
  • Solid Python programming skills
  • Ability to lead projects and develop features from research to implementation
  • Very good interpersonal skills combined with an ability and will to mentor and guide other team members
  • Experience in Computer Vision – advantage.
  • Experience in C/C++ – advantage

Machine Learning Engineer

Shutterfly Inc.

At Shutterfly, our purpose is to share life’s joy by connecting people to what matters as the leading platform for personalized products.
Shutterfly’s Machine Learning engineers develop the next-generation technologies that change how millions of users will purchase personalized products. We're looking for engineers who bring fresh ideas from all areas.
Job Description
Are you passionate about machine learning? Does the prospect of solving high impact business problems excite you? Do you want to be part of a team building a new machine learning platform that processes petabytes of data a day in a scalable fashion using AWS technologies?
Shutterfly's Algorithmic Product Creation (APC) is seeking a passionate, talented, and inventive machine learning R&D engineer with a specialization in deep learning to join their team in Haifa. The APC team performs both exploratory and targeted algorithms research and development in a dynamic small team environment.
Responsibilities
The position involves core and applied machine learning research focused on both algorithm development and integration. As a researcher and software R&D engineer, you will be working with millions of records to solve real-world problems. You'll design and run experiments, research new algorithms, and find new ways of solving complex and ambiguous problems
Skills And Qualifications
A Master's in Computer Science (Machine Learning, AI, Statistics, or equivalent)
2+ years of hands-on experience in machine learning and large data analysis
Good skills with Spark/Python/Perl
Experience working with one or more deep learning frameworks such as TensorFlow, PyTorch
Algorithm and model development experience for large-scale applications
Problem solving ability
Communication and data presentation skills
Bonus points for:
Experience integrating machine learning algorithms into applications
Good skills with SQL
Strong Python development skills

UVeye is looking for a Computer Vision Algorithms Engineer. As a Computer Vision Algorithms Engineer you will take part in the development and implementation of new Computer Vision and Machine Learning technologies.

Responsibilities:

  • Develop and implement Computer Vision algorithms in one or more of the following fields: Multi view stereo and 3D reconstruction, camera calibration, structure from motion, 3D and 2D registration, anomaly detection, classification
  • Create Proof of concept for new products and technology.
  • Lead and accompany new products and features, prototype to production
  • Collaborate with team members to define future technology and features.Requirements:
  • At least 3 years of experience with Computer Vision algorithms and frameworks.
  • Solid C++ and Python coding skills, experience in development for Linux systems.
  • Strong hands-on experience in one or more of the following computer vision fields: Stereo Vision, Augmented Reality, SLAM, Registration, Pose Estimation, Tracking.
  • Experience with OpenCV, Open3D, PCL, VTK, CGAL, MVE libraries and frameworks – Advantage
  • Experience in Anomaly Detection/ Classifications/ Semantic Segmentation- Advantage
  • Experience with Deep Learning Frameworks (such as PyTorch, TensorFlow, etc.) – Advantage
  • Good linear algebra and calculus knowledge.
  • Good communication skills, organized, independent and self-motivated.
  • Excellent English.
  • Relevant degree. M.Sc. with thesis in field of CV – Advantage

From the official site:

Jungo is growing our in-cabin AI software team

At Jungo we provide leading edge software for driver monitoring and in-cabin sensing solution, all AI/Deep based – enabling auto makers to create safer cars today, and transition into autonomous vehicles of tomorrow.  Signed way too many customers, so we are growing.

  • Designing and testing of complex computer vision algorithm for state-of-the-art driver monitoring application
  • Maintaining, testing and analyzing existing components
  • Hands on development in C++ & Python

On a personal level:

Jungo is a growing startup in the area of DMS – Driver Monitoring Systems. (TL;DR like Mobileye, but for the driver and the passengers). If you're a student, recent graduate, or a "senior" with knowledge in machine learning and computer vision, and you're looking for a challenging and meaningful position, we can have a match.

What do we aim to achieve?

Insights on the driver and the passengers.

What if we could prevent car accidents which are caused by distracted drivers? What if we could assist new drivers gain safer driving habits? What if we could save lives by preventing kids being left behind in vehicles, or tell you that you forgot your phone/bag/etc' in the car. What if we could make the transition from autonomous-driving to manual-driving safer? and the list goes on…

Which team will you join?

R&D team.

How will you help?

General tasks:

– Develop new models

– Improve existing models

– Create and manipulate large and accurate data sets

– Create and improve the code that uses the model's prediction

– Participate in team and company meetings (Technical and non-technical nature).

Relevant skills:

Languages, tools, frameworks, etc':

Python, C++, OpenCv, Tensorflow, Linux, SQL, etc'….

Job Description

Current segmentation techniques are passive: an image is taken and various algorithms try to understand what objects are in the image. We propose to use a robotic arm in cluttered environments in order to improve the segmentation algorithm in hand by using the arm to move objects to understand actively what objects are in the image. For example., we expect that moving objects in a box can provide useful information for segmentation.

You are expected to:

  • Publish a paper.
  • Make an impact on solutions that Bosch develops.

Qualifications

  • Learning towards a PhD or MsC in CS/EE/ME or other equivalents degree.
  • Knowledge in Machine Learning, and at least one of the following: Reinforcement Learning, Computer Vision.
  • Strong competency in Python and Deep Learning frameworks. 
  • Good SW engineering capabilities.

General skills:

  • Initiative, highly motivated and motivating character for the team and partners.
  • Ability and willingness to define a research agenda to solve real-world problems.
  • Self-confident and responsible team player with excellent communication skills.
  • Like to work in an interdisciplinary as well as international team.

Who is the target candidate?

  • One who would like to gain some experience in the intersection of Robotics, AI and RL.
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