Computer vision

Senior Algorithm Developer

Applied Materials

We are looking for Algorithm Developers for our team, developing and researching in the fields of Machine Learning, Computer Vision, and Deep Learning.

If you have a passion for one or all, please indicate that You will:

  • Develop state-of-the-art algorithms.
  • Collaborate with cross-functional teams: physics, software, applications and build new products that impact the lives of billions.
  • Provide production code to meet project milestones.
  • Drive state-of-the-art projects, teach, mentor, or advise the internal teams.

Requirements:

  • M.Sc. / PhD. graduate in Electrical Engineering / Physics / Computer Science / Mathematics.
  • Have theoretical and hands-on experience (4+ years) in at least one of the following: Computer Vision, Machine Learning, Deep Learning.
  • Strong understanding of signal processing, probability theory and statistics.
  • Able to work independently as well as part of a team.

DataGen is seeking an Applied AI Scientist to help us generate effective synthetic data across a wide-range of deep learning tasks. This is the perfect opportunity for an energetic person with strong algorithms and machine learning skills to solve real-world problems using synthetic data, while gaining experience in deep learning, 3D geometry, and deep generative modeling. This role will be a core part of our growing Algorithms Team.

In this role, you will: 

  • Train and interpret deep learning models across various tasks (object detection, instance segmentation, depth estimation, etc…) and domains.
  • Add more variance to synthetic 3D assets, using for example deep generative modeling methods (GANs, VAEs, etc…) and/or 3D computational geometry.
  • Potentially communicate your results in academic conferences.

For this role, you must have:

  • 4-5 years of industry experience in deep learning and/or computer vision.
  • Proficiency with data science environments (pandas, pytorch, etc.).
  • Proficiency in 3D geometry and linear algebra.
  • Excellent writing and presentation skills.
  • Proven ability to solve custom deep learning tasks end-to-end (data formatting, preprocessing, deep learning coding, debugging, etc.).
  • Strong coding skills and automation mindset. 
  • MSc in Computer Science, Electrical Engineering, or related field.

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 a senior algorithm developer to lead the development in various projects such as autonomous ground and aerial vehicles, active defense of armored vehicles and situational awareness.

Responsibilities

  • Develop algorithms for real-time perception of autonomous vehicles using Deep Learning and classical computer vision methods
  • Develop infrastructure for 3D perception solutions
  • Lead development efforts from concept to integration and deployment

Requirements

  • MScPhD in CSEE Related field
  • 3 years of experience developing computer-vision algorithms
  • Strong knowledge in 3D computer-vision
  • Knowledge in Deep Learning and ML frameworks (PyTorchTF)
  • Highly proficient in Python or C++
  • Knowledge in SLAM Semantic Mapping – advantage

  • Research, develop and test computer vision, computational photography and image processing algorithms (both conventional and learning-based), specifically in the field of multi-camera systems.
  • Combine information from different cameras (stereo-based processing, registration, data fusion)
  • Algorithmic design for a real-time embedded platform
  • Own the full development cycle – from concept, through research, design, implementation and testing
  • A mixture of algorithmic work (research and design in Matlab or similar) and SW work (including SW architecture, implementation in C/C++/CUDA, optimization)

Qualifications

  • M.Sc./ Phd, in Electrical Engineering with high grades- a must.
  • at least 3 years of experience in Image Processing, computer vision or computational photography algorithms development.
  • C/C++/Python coding experience is mandatory.
  • Experience with one or more embedded platforms-advantage
  • Fast learner, team player, reliable, motivated, hard worker, good organizational skills.
  • In depth understanding in imaging systems (CMOS sensors, optics) and image pipeline – advantage.

About Nanit:

The team behind Nanit are experts in those first precious moments of your baby’s life. The company provides products and services that help parents stay informed on their baby’s health, safety and well-being through smarter and better use of technology. In 2016, the Nanit baby monitor revolutionized the industry with computer vision and machine learning capabilities that helped parents help their babies sleep better. Now, the company has become the leader in the connected nursery space, with an incredible customer base of highly-engaged new parents who look to Nanit as a source of information and expertise on their parenting journey.

What You’ll Do:

As an expert in computer vision and deep learning you will work as a part of a cutting edge algorithms team. You will be responsible for solving complex problems in the video analysis world that make an impact on the life of young parents. Accelerating and improving neural networks to support large scale at low cost. You will contribute to the team’s methodologies, best practices and toolset. You will Apply your scientific knowledge to analyze and collect data, identify problems, devise solutions and construct methodologies.

If this sounds like you, you probably have:

  • At least 5 years of experience in algorithms development
  • At least 4 years of experience in deep learning development for computer vision.
  • Excellent programming skills in Python
  • Great problem-solving skills, and drive for innovation
  • Experience and theoretic understanding of other deep learning architectures
  • Experience with classic computer vision tasks
  • Experienced in the following libraries: TensorFlow or PyTorch and OpenCV

Advantage:  

  • Experience working in a cloud environment.
  • Hands on experience with embedded systems
  • M.Sc. in Computer Science / Electronic Engineering / Math – a big advantage
  • Ph.D. – Advantage

Why Nanit?

  • Nanit products can actually change lives. We’re an integral part of the lives of new parents, making an exciting but stressful time a little more manageable.
  • We are international and believe our diversity makes our culture, products and brand even better.
  • We invest in our people. We consider each employee a long-term investment and we see value in continuously helping them to advance in their lives and careers
  • Nanit is a fun, collaborative group of hard workers! We believe in an appropriate work-life balance, and offer a flexible, open environment.
  • We are at the forefront of innovation, creating products and services that have never been seen before.

We are proud to be an equal opportunity employer. We provide employment opportunities without regard to age, race, color, ancestry, national origin, religion, disability, sex, gender identity or expression, sexual orientation, veteran status, or any other protected class.

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.

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

פרסם משרה
X