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We are looking for a Senior Algorithm Researcher.
YOUR MISSION:
Providing Algorithm & Perception Solutions for the ADAS L3-L5
Applied research and algorithms design (80%):
Conduct literatures surveys, proof of concepts and full product-oriented algorithms research
Design block level Python reference code and integrate in the system level Python reference code
Plan and design test metrics and evaluation methods to the algorithms
Plan, monitor and work closely with data team for data collection, data handling and define labelling policies
Perform design reviews and knowledge sharing
Deliver algorithms for SW team, support Bit Accurate activities and deliver evaluation reference code to App team
Group level responsibilities (20%):
Algo system integration
Labelling policies coordinator
System level design
New technologies POCs

We are seeking a passionate Robotics Simulation Engineer to join the R&D team, in our TLV Site.

You will be joining the team responsible for our autonomous systems development. You will take part in all aspects of the process - from customer needs mapping and definition, through algorithms design, prototyping and implementation, to production, continuous deployment and support.

Responsibilities - what youll be doing:

Define requirements and lead the development of a photorealistic physical robotic 3D simulation
Collaborate with the Software Developers and Hardware Engineers to develop a digital twin of a robotic vehicle
Incorporate Software-in-the-Loop and Hardware-in-the-Loop methods
Setup and manage infrastructure for continuous testing of the robotic algorithms
Examine the models and algorithms, and be part of the efforts for their constant improvement

Rail Vision is a multidisciplinary startup headquartered in Ra'anana. We are the leading provider of obstacle detection & classification systems in the railway industry around the globe, supporting Autonomous Train Operations. With our unique cognitive sensor fusion technology, based on advanced electro-optic sensors and deep learning, Rail Vision systems detect objects on and along the tracks from up to 2 kilometers away, in real-time, and in all weather and lighting conditions. We provide systems capable of operating in various environments: On mainline and high-speed rail, in urban environments, and in challenging switchyards. Rail Vision offers a range of complementary features based on collected and analyzed data: Image-based Navigation, GIS Mapping and Predictive Maintenance. We’re looking for a brilliant Deep Learning & Computer Vision engineer to join our Algorithms group What will you do?
* Be a senior researcher of the core deep learning algorithms and communicate with other researcher.
* Developing the next generation algorithms including different CNN architectures, CV algorithms and algorithms that utilize Physics in complex environment.

Advantages:

* Familiar with Electro optics devices (Thermal cameras, lenses, etc.)
* Experience working in multidisciplinary environments
* Experience in the automotive industry

we are on the forefront of autonomous vehicle technology, developing cutting-edge solutions that redefine the future of transportation. We're currently seeking a highly skilled Localization Algorithm Engineer to join our dynamic team. This role is essential for enhancing our autonomous vehicle's ability to understand and navigate its environment with high precision. Role Insights: As a Localization Algorithm Engineer, you'll take charge of developing and refining the Ego localization module, crucial for achieving accurate 6 degrees of freedom (DoF) localization. You'll leverage advanced algorithms like Kalman Filter (KF), Extended Kalman Filter (EKF), Bundle Adjustment (BA), Visual Odometry (VO), Visual-Inertial Odometry (VIO), Pose Graph Optimization (PGO), and others, integrating data from various sensors to create a cohesive and accurate positioning solution. Responsibilities:
* Design, develop, and implement sophisticated localization algorithms to accurately determine the vehicle's position and orientation in real-time.
* Employ techniques such as sensor fusion, SLAM (Simultaneous Localization and Mapping), and map-based localization to enhance accuracy and reliability.
* Work closely with the perception and control teams to integrate the localization module with other system components, ensuring seamless vehicle operation.
* Optimize algorithms for real-time performance on embedded systems, with a focus on computational efficiency and scalability.
* Conduct rigorous testing and validation of localization algorithms through simulation and real-world trials.
* Keep abreast of the latest advancements in localization technologies and methodologies, integrating innovative solutions to maintain and enhance system performance.
* Participate in cross-functional team discussions, contributing technical expertise to broader system architecture and design decisions.

we are looking for a Senior Engineer - Camera
As a leading technology innovator, we pushes the boundaries of what's possible to enable next-generation experiences and drives digital transformation to help create a smarter, connected future for all. As a ourSystems Engineer, you will research, design, develop, simulate, and/or validate systems-level software, hardware, architecture, algorithms, and solutions that enables the development of cutting-edge technology. ourSystems Engineers collaborate across functional teams to meet and exceed system-level requirements and standards.

we are seeking a Senior Algorithm Engineer to spearhead the development of innovative computer vision algorithms, contributing significantly to our cutting-edge Human Machine Interaction technologies. This role entails working within a dynamic team focused on pushing the boundaries of algorithm performance and application in real-time environments.
As a Senior Algorithm Engineer, you will play a crucial role in the research, development, and implementation of advanced computer vision modules that are set to revolutionize interactions between humans and machines.
Responsibilities:
Development of advanced computer vision algorithms in Python, with an emphasis on real-time applications.
Collaborate closely with project managers and stakeholders to ensure alignment on development goals, timelines, and customer requirements.
Conduct rigorous research and stay abreast of the latest trends and publications in computer vision and deep learning, applying insights to ongoing projects.
Foster a collaborative work environment, facilitating effective cross-disciplinary collaboration.
Ensure adherence to development best practices and company policies under predefined deadlines, with a focus on delivering high-quality, well-documented, and timely solutions.

We are looking for a Principal Algorithm Engineer who will serve as the technical focal point for the development of algorithms for future products focusing on the improvement of patient outcomes, driving TTFields patient adoption, and enhancing TTFields understanding.
This role includes the design and implementation of deep-learning-based as well as other state-of-the-art algorithms and the generation of the data that they require.
In addition, will coordinate the algorithmic development of specific areas with other functions in the organization and will be the main point of contact for this subject.
The principal algorithm engineer is expected to train and provide technical guidance for all members of the algorithms group.

Full-time position at our R&D center, Haifa, Israel

ESSENTIAL DUTIES AND RESPONSIBILITIES:

Lead future products algorithm development
Work on innovations and research of relevant algorithmic areas
Technically supervise and guide other members of the algorithms group
Provide algorithmic solutions for cross-functional collaborations with the software team, physicists, biologists, and other algorithm engineers
Write documents and prepare presentations necessary for patents, regulatory submissions, academic conferences, and other scientific publications