Autonomous vehicles and drones

Job description:

We are seeking a Senior Computer Vision/Deep Learning algorithm developer to join our team.
As part of our team, you will have a significant opportunity to grow and make an impact, developing a cutting edge solution and connecting the physical world with the digital one.
We are seeking a team player who is eager to join an interdisciplinary team, bringing sharp problem-solving skills and create a new breed of capabilities.

You will be responsible for developing new algorithms to solve exciting computer vision challenges reducing our customers manual work, from survey analysis to flying drones
To solve these challenges you’ll need to combine approaches from multiple disciplines: Deep Learning, object detection and classification, photogrammetry, 3D mapping, geometry, image processing, optimization algorithms and more.
Your work will range from early research and feasibility studies, through algorithm definition, hands-on software implementation and integration to getting feedback from the field and improving performance in the real product
You will team up with an agile team of experts working in cutting edge software development methodologies, to deliver quality software to our customers

Requirements:
MSc in a relevant field in a leading institution. Ph.D. is an advantage
At least 3 years of professional experience developing computer vision algorithms
At least 2 years of hands-on experience programming in C++/Java/Python
At least 2 years of experience with deep learning for computer vision problems
Hands-on experience with the following: Tensorflow/PyTorch/Keras and OpenCV
Experience in delivery and maintenance of algorithms to real products
Can work independently under loose guidance
Business-fluent English

Nice to have:
Experience with GIS, photogrammetry and 3D mapping algorithms
Experience with Linux/Docker
Extra bonus: love drones

AI Engineer

Indoor Robotics

About us:

“Any sufficiently advanced technology is indistinguishable from magic” – Arthur C. Clarke 

At Indoor Robotics we believe in a world that operates autonomously around us to facilitate our lives and fulfil our needs. We build the next generation robots (ground and flying) for indoor usages. More specifically we design, develop and produce autonomous, aware, mobile and affordable robots that solve real world problems in indoor scenarios. We strive to create a  physical infrastructure and middleware for indoor robots that can navigate in the indoor space, understand their environment and execute real time missions.

We are currently looking for an awesome team member to join us to invent and produce best quality robotics products for consumers and professionals. 

Junior AI Engineer

You will join us developing the brain of the robot. You will work both in the cloud and on board the robot to gain insights from the robot video. You will need to train and develop unique models to improve the robot understanding of the surrounding. 

Joining a small team, you will have a broad responsibility and the ability to affect each and every aspect of the system, and many options to grow with the company.

What you will be doing:

  • Work with videos achieved from robots to gain insights about the surroundings.
  • Develop , train and adjust neural networks to achieve high performance.
  • Work both in a cloud environment and on board the robot.

We are looking for someone that has:

  1. BSc or above in Computer Science, Electrical Engineering, Robotics or equivalent – Must.
  2. Knowledge in machine learning, neural networks and deep learning – Must.
  3. Proven experience in PyTorch, TensorFlow or equivalent – Must.
  4. Have strong passion in unmanned system development and application.
  5. Ability to work under pressure and complete tasks on time;
  6. Team player (We are all sharing one space).
  7. Knowledge in computer vision – Advantage.
  8. Knowledge in Python – Advantage.
  9. Familiarity with C++  – Advantage.
  10. Previous experience with video and image processing for AI purposes  – Advantage.
  11. Experience in cloud environments and scaling  – Advantage.

Big Data Team Lead

General Motors

About GM

There’s never been a more exciting time to work for General Motors.

To achieve our vision of a world with Zero Crashes, Zero Emissions and Zero Congestion, we need people to join us who are passionate about creating safer, better and more sustainable ways for people to get around. This bold vision won’t happen overnight, but just as we transformed how the world moved in the last century, we are committed to transforming how we move today and in the future.

Why Work for Us

Our culture is focused on building inclusive teams, where differences and unique perspectives are embraced so you can contribute to your fullest potential as you pursue your career. Our locations feature a variety of work environments, including open work spaces and virtual connection platforms to inspire productivity and flexible collaboration. And we are proud to support our employees volunteer interests, and make it a priority to join together in efforts that give back to our communities.

Job Description

Our Automated driving AI application develops the “brain” of the autonomous vehicle by applying cutting edge technologies into our vehicle's Perception and Decision-Making capabilities. The group joins domains such as Artificial Intelligence, Machine Learning, Computer Vision, Sensor Fusion and Signal Processing and embedded platform development.
The Data Group is developing and operating an efficient Data Engine for automated driving development.

We're hiring a Big Data SW Team Lead that will be the driving force of our big data operation.

  • Build and lead the team developing the next generation Data Platform for AV development.
  • Develop and maintain scalable data platform to support continuing increases in data volume and complexity – petabytes scale on thousands core cluster.
  • Assemble large, complex data sets that meet functional / non-functional business requirements.
  • Build the infrastructure required for optimal extraction, transformation, and loading of data.
  • Support the needs of advanced ML development (Neural net training, reinforcement learning)
  • Work with data and analytics experts to strive for greater functionality in our data systems

Additional Job Description

  • B.Sc. in Computer Science
  • 5 years of experience in back end development and delivering data solutions on a variety of data warehousing, big data platforms.
  • Over 1 year developer team lead experience.
  • Over 2 years of programming in Python.
  • Experience as an ETL lead with a track record of delivering design solutions and leading a small team of developers.
  • A solid foundation in computer science, with competencies in data structures, algorithms, and software design practices
  • Strong understanding of database schema design, caching and scalability
  • Experience with Big Data technologies
  • Designing and implementing scalable ETL pipelines – an advantage

Diversity Information

General Motors is committed to being a workplace that is not only free of discrimination, but one that genuinely fosters inclusion and belonging. We strongly believe that workforce diversity creates an environment in which our employees can thrive and develop better products for our customers.   We understand and embrace the variety through which people gain experiences whether through professional, personal, educational, or volunteer opportunities.

We encourage interested candidates to review the key responsibilities and qualifications and apply for any positions that match your skills and capabilities.

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 real-time mapping applications to 3D scenario reconstruction of corner-cases.

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)
  • 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

Job Description:

Innovative algorithmic research and hands-on PoC (proof of concept) developments of Huawei’s unique cutting-edge autonomous driving technologies. Focus on sensing and low level vision sides. Such as video ISP, fusion of multi-modality detectors & self – supervised methods. Including collaborations with universities / Israeli-startups.

Job requirements:

  • o PHD in Computer Science / Electrical Engineer / or similar fields from a leading institution.
  • Fresh graduate: Graduated after 2018
  • Should have experience with deep learning research (academy or industry)
  • Should have research backgrounds with at least one of the following:
    • Camera ISP / Image processing
    • Computer vision
    • ADAS/ Self-driving

Advantage

  • Experience in the industry from relevant ADS / ADAS Companies
  • Experience with cameras technologies such as Image or Video Processing / Real Time 3A algorithms / camera’s ISP (Video / Image) algorithms
  • Background in depth sensors technologies such as LiDAR and / or unique imaging cameras such as non-RGB cameras and / or other detectors used in the automotive industry
  • Relevant academic publications in leading conferences / journals

Perception group manager

General Motors

Job Description

General Motors Israel (Herzelia) takes a significant part in shaping the autonomous vehicle. We shape the face of the future vehicles in diverse fields by developing cutting edge technologies.

The Automated driving AI application is developing the perception and "brain" of fully autonomous vehicles through advanced machine learning and AI capabilities and leading the development of autonomous driving in GM worldwide.

We are looking for a Perception group manager that will lead the development of advanced perception capabilities that detect and represent the driving state to the vehicle's "brain", all aimed to be productionized and integrated into GM’s vehicles all over the world.

What will you do?

  • Lead a group that conducts Research and development of state of the art machine-learning algorithms for autonomous vehicles
  • Keep track of latest state-of the- art machine-learning research and adopt where relevant
  • Create sprint planning and monitor progress of the team
  • Lead the group to develop efficient code (python) that can run both on the vehicles and on our servers at scale
  • Create infrastructure to support team's algorithmic development goals
  • Implement algorithms that impact the autonomous driving capabilities of GM vehicles

Additional Job Description

  • MSc in electrical engineering/ computer science or equivalent
  • One leading role of a team that is developing in python / C++
  • Over 5 years of experience in computer vision and machine learning development
  • Over 2 years of experience developing deep learning
  • Over 3 years of experience in python

About GM

Our vision is a world with Zero Crashes, Zero Emissions and Zero Congestion and we embrace the responsibility to lead the change that will make our world better, safer and more equitable for all.

Why Join Us

We aspire to be the most inclusive company in the world. We believe we all must make a choice every day – individually and collectively – to drive meaningful change through our words, our deeds and our culture. Our Work Appropriately philosophy supports our foundation of inclusion and provides employees the flexibility to work where they can have the greatest impact on achieving our goals, dependent on role needs. Every day, we want every employee, no matter their background, ethnicity, preferences, or location, to feel they belong to one General Motors team.

Diversity Information

General Motors is committed to being a workplace that is not only free of discrimination, but one that genuinely fosters inclusion and belonging. We strongly believe that workforce diversity creates an environment in which our employees can thrive and develop better products for our customers.   We understand and embrace the variety through which people gain experiences whether through professional, personal, educational, or volunteer opportunities.

We encourage interested candidates to review the key responsibilities and qualifications and apply for any positions that match your skills and capabilities.

Job Description

General Motors Israel (Herzliya) takes a significant part in shaping the autonomous vehicle. We impact the future vehicles in diverse fields by developing cutting edge technologies. Within GM Israel, over 600 people working in a hybrid flexible mode on one of the most exciting challenges of our days

UltraCruise is a driver-assistance technology that enables hands-free driving in 95% percent of all driving scenarios. A door-to-door hands-free driving technology that will enable GM’s goal of zero crashes, zero emissions and zero congestion.

Ultracruise is part of SDV – ‘Software Defined Vehicle’ group that is developing a new vehicle intelligence platform whose features and functions are primarily enabled through software. This is a significant part of the ongoing transformation of vehicles from being mainly hardware-based to a software-centric electronic device on wheels

UltraCruise IL group is focusing on research and development of advanced technologies to enable brake through applications for the future of mobility.

Our Perception Group develops the autonomous vehicle's ability to perceive the environment around the host vehicle. This includes high fidelity detection and tracking of both static and dynamic objects, as well as additional information of the physical world around the vehicle. That includes information on drivable area, lane configuration and traffic light status. The task is highly challenging and involves dealing with complex environments, different light and weather conditions and processing data from many sensors with different sensing modalities.

In order to provide the best solution, the group joins domains such as Artificial Intelligence, Machine Learning, Computer Vision, Sensor Fusion and Signal Processing and embedded platform development.

We are looking for a Computer Vision Algorithm Engineer!

What will YOU do?

  • Development of deep learning and machine learning algorithms
  • Owning complete feature cycle – from research through solution design to implementation
  • Working in agile development methods
  • Keep track of latest state-of-the-art deep learning research

Additional Job Description

What are we looking for?

  • M.Sc. / Ph.D. in Electrical Engineering / Computer Science / Mathematics
  • Experience in Computer Vision algorithm development
  • Solid background in mathematics and strong analytical skills
  • Extensive software skills to build and analyze performance of algorithms
  • Experience in multi object tracking / temporal reasoning / sensor fusion – advantage
  • Experience in python / C++ programming – advantage

About GM

Our vision is a world with Zero Crashes, Zero Emissions and Zero Congestion and we embrace the responsibility to lead the change that will make our world better, safer and more equitable for all.

Why Join Us

We aspire to be the most inclusive company in the world. We believe we all must make a choice every day – individually and collectively – to drive meaningful change through our words, our deeds and our culture. Our Work Appropriately philosophy supports our foundation of inclusion and provides employees the flexibility to work where they can have the greatest impact on achieving our goals, dependent on role needs. Every day, we want every employee, no matter their background, ethnicity, preferences, or location, to feel they belong to one General Motors team.

Diversity Information

General Motors is committed to being a workplace that is not only free of discrimination, but one that genuinely fosters inclusion and belonging. We strongly believe that workforce diversity creates an environment in which our employees can thrive and develop better products for our customers.   We understand and embrace the variety through which people gain experiences whether through professional, personal, educational, or volunteer opportunities.

We encourage interested candidates to review the key responsibilities and qualifications and apply for any positions that match your skills and capabilities.

We look for highly talented, creative and passionate individuals to join us. Growings is well funded startup which develop a large automatic Unmanned Aircraft System (UAS), which utilizes the most advanced avionics and aerodynamics technologies specifically optimized for use in the agriculture market, aiming for precision agriculture solutions in crop-treatment, and resolving the safety and environmental issues of current aerial application solutions.

Within your role you will be responsible to develop one of the most important system of the UAV platform that responsible for the autonomous functionality

Main Responsibilities

  • Own complete feature cycle – from research through solution design to implementation.
  • Design and implement classical and ML/DL algorithms to deliver advanced computer vision solutions.
  • Develop proof-of-concepts demonstrating technical plausibility towards a viable product.
  • Work closely with the engineering team to enhance and add new modules to the algorithm.
  • Lead and be part of an Agile scrum team, lead functional design reviews, testing and coding of automatic procedures.

EDUCATION & EXPERIENCE REQUIREMENTS

  • BSC / MSC in related field (mainly CS,EE) from leading academic institute
  • 3+ years programming experience in Python / C++.
  • Practical experience in Deep Learning with PyTorch of similar.
  • Experienced in classical computer vision.
  • Linux proficiency
  • Experienced in developing real-time software algorithm – an advantage
  • Familiarity with 3D Geometry, Stereo and depth sensing – an advantage

REQUIRED COMPETENCIES – KNOWLEDGE, SKILLS, ABILITIES

  • Innovator and independent in leading tasks
  • Excellent communication skills
  • Good technical document writing skills
  • Team player, who can perform a wide range of tasks as part of an effort to design, implement, and integrate a large-scale system
  • Fast learner and looking to be exposed to, and work with new technologies
  • Good English communication skills

About the company:

Brodmann17 is developing game-changing Deep Learning and Computer Vision  algorithms for ADAS and Automated Driving. We’re pioneering state of the art software products that achieve the best performance and accuracy, making it an ideal solution for the most demanding challenges of the fast growing automotive market. Come and join us in one of the most interesting AI companies, contributing to a life-saving product!

About the job:

We are looking for a Deep Learning engineer to join the Brodmann17 Chief Scientist’s team. In this position, you will build best in class infrastructure and tools for developing deep learning based ADAS and Autonomous Driving products. You’ll be a key member of designing, implementing and extending this platform that enables fast, continuous and flexible Deep Learning algorithms development. You will work closely with excellent researchers to understand the needs and requirements of the research as well as keep up to date with latest developments in the field.

Main responsibilities:

  • Design, build and maintain software platform for end-to-end development of Deep Learning computer vision algorithms.
  • Improve the platform capabilities by keeping up to date with product requirements and academic publications.
  • Work closely with the research team to understand their requirements and integrate new capabilities.

Required: 

  • MSc or above in Computer Science or a related field
  • Relevant projects in Deep Learning / Computer Vision
  • Basic experience with Machine Learning or Deep Learning
  • 2+ years of excellence in Python coding capabilities
  • Experience with Object Oriented Programming and code design
  • Ability to understand and implement complex algorithms
  • Strong execution and ownership orientation, through design, development, and deployment 
  • A team player with good communication skills, both written and verbal
  • Ability to work as a strong contributing member of a small R&D team.

Advantage:

  • Knowledge of Computer Vision, Object Detection
  • Familiarity with toolkits for Deep Learning such as TensorFlow/PyTorch.

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 engineer to join us in developing decision-making algorithms for a range of projects. We are interested in someone with a good understanding of dynamical systems, planning, optimization, machine-learning and reinforcement learning.

Responsibilities

  • Develop algorithms to solve real decision-making problems for autonomous systems using Reinforcement Learning, Imitation Learning, Planning and Optimization methods

  • Contribute to infrastructure for machine learning pipelines

  • Integrate solutions in physical systems and verify them in tests

  • Take part in research projects aimed at developing novel methods for future applications

Requirements

  • MScPhD in CSEERelated field

  • 3+ years of experience in algorithm development

  • Strong knowledge in Reinforcement Learning

  • Proficiency in Python and Deep Learning frameworks

  • Good understanding of dynamical systems – Advantage

  • Knowledge in Planning and Optimization – Advantage

  • Knowledge in Control and Estimation – Advantage

The job is located in Yoqne'am, north of Israel. Contact: Or.Rivlin@elbitsystems.com

פרסם משרה
X