דרושים » מדעים מדוייקים » Algorithm Developer Team Lead

The Surround-Perception group is dedicated to solving advanced vision problems, with a focus on 3D domain encompassing reconstruction and object detection. Our team research, develops, and deploys cutting-edge techniques to achieve world-class results, contributing to the safe advancement of Autonomous Driving.
We are looking for a hands-on Algorithms Team Leader to join our group and lead one of our algorithmic teams.
The position requires coming to the office in Jerusalem twice a week.
What will your job look like:
Lead a team of talented Algorithm Developers.
Lead the research and development of innovative Computer Vision and Deep Learning algorithms in areas such as Object Detection and Tracking, Depth Sensing, and 3D Reconstruction.
Bring state of the art algorithms to product quality, running in the Autonomous Vehicle.
Collaborate with engineering and research teams in Computer Vision, Machine Learning, and Data Engineering to solve real-life problems.

You will join a collaborative team dedicated to researching and developing advanced neural networks critical to our companys key products. We are recruiting for several teams, offering you the opportunity to work on vision-related tasks such as segmentation, object detection, classification, regression, as well as 2D and 3D vision technologies.
In this role, you will be responsible for the full cycle of deep learning R&D, including modeling new solutions, enhancing the performance of existing ones, and participating in innovative, cross-organizational initiatives.
This position offers the opportunity to be part of a fast-paced, forward-thinking environment while leading projects with a strong emphasis on cross-functional collaboration, ensuring that our solutions meet the needs of our autonomous vehicle technologies, external customers, and advanced driver-assistance systems (ADAS).
What will your job look like:
Design, develop, and implement deep learning algorithms to solve complex problems in computer vision.
Take ownership of deep learning projects: Compose product requirements, design solutions, oversee execution, and collaborate with talented Algorithm Developers.
Collaborate with cross-functional teams to understand requirements and develop solutions.
Research the latest advancements in deep learning, multi-task learning, AI architectures, and apply them to enhance our algorithms.

our companys CTO Group is looking for experienced Algorithm Researchers and Developers to join our team!
Which department will you join?
The CTO Group is a small, elite group, whose goal is to build next-generation algorithmic solutions powering our companys self-driving car, crowd-sourced HD maps, and advanced driver-assistance systems.
The group is primarily focused on the decision-making module of our company's self-driving car. It leverages a wide range of algorithmic approaches, rigorous formal definitions, and mathematical modeling- enriched by insights drawn from large-scale data and real-world driving experience.
The group is comprised of top-notch developers and researchers and is headed by world-class scientists.
This is a unique opportunity for a passionate technical leader to join the CTO Group, work closely with the CTO on next-generation projects, develop POCs using cutting-edge technologies, shape our technology vision and provide thought leadership to our technical community.
What will your job look like:
Mathematical modeling and abstraction of real-life problems.
Research, design and develop innovative algorithmic solutions.
Code design, implementation, and hands-on development.

Which department will you join?
The Infra development team is a part of Software Algorithm (SW Algo) Department at our company responsible for the software infrastructure and development algo utilities for autonomous driving algorithm code running on our company's platform. As part of the end-to-end autonomous vehicle flows, we get to see our code running in the most advanced algorithms and use cases, which are developed by our team and algorithm groups. The development environment is mostly based on C/C++ programming within computer vision domains.
As a Senior C++ Developer in the SW@Algo Department, you will play a key role in designing, building, and maintaining Algo utility and software infrastructure within the company's primary algorithmic flow.
** This role offers the flexibility to work part-time from our other sites, subject to seat availability.
What will your job look like:
Leading the development of high-performance applications using C++ and optimizing the existing codebase for efficiency and scalability
Collaborating with multiple departments in our company to acquire broad insights into algorithmic and technical details, ensuring seamless integration with the overall system
Debugging real-time oriented code while adhering to high standards of memory management and running-time requirements
Working closely with external algo teams and various departments in our company for requirement gathering and the correct integration of new features
Engaging with different environments in our company's software stack, including backend and middleware, to ensure the smooth operation of the software infrastructure
Opportunities to work on cutting-edge projects and technologies in the autonomous driving industry
Exposure to advanced algorithms and use cases, showcasing your expertise to a wide audience
Collaboration with a talented and passionate team of developers, algorithm engineers, and other professionals.

We are seeking a highly skilled and detail-oriented Validation Engineer to evaluate the quality, correctness, and performance of our algorithms.
While test execution is part of the role, your primary focus will be to design and develop robust testing strategies, building validation frameworks, identifying critical gaps, and ensuring that our algorithms meet the highest standards of accuracy and reliability.
What will your job look like:
Proactively identify gaps in algorithm performance, logic, and quality. Think critically and deeply about edge cases, failure modes, and potential areas where algorithms might deviate from expected behavior.
Use analytical rigor to determine the most important validation priorities, balancing algorithmic accuracy with the urgency of business needs.
Develop and implement test frameworks to validate algorithm functionality, accuracy, and performance.
Identify gaps in algorithm logic, quality, and failure modes, conduct root cause analysis, and drive corrective actions.
Collaborate with the algorithm development team to define test strategies based on in-depth understanding of the algorithm logic and business requirements.
Innovate new testing methods, define and prioritize test strategies based on risk, impact, and business needs.
Apply analytical skills to solve complex algorithmic challenges and enhance reliability.
Identify opportunities for process improvements, automating manual workflows and introducing innovative approaches to algorithm validation.
Automate testing with CI/CD tools like Jenkins to ensure continuous validation.

You will be part of our company's REM department. our company's Road Experience Management (REM) is an end-to-end mapping and localization engine which is used for full autonomy capabilities and services.
Generating validation process and methodologies for such a technology giant is challenging, sufficient & enriching work.
Since we are dealing with a complex system based on machine learning and image processing, the analysis and validation processes require deep thinking as well as advanced technical and analytic abilities.
You will be responsible for defining and developing validation infrastructure, tools and methods using cutting edge technology and cloud-based application.
What will your job look like?
Participate in planning and implementation of advanced validation Processes
Define and implement end-to-end validation tools and methods with advanced geometric calculations, logics, and heuristic
Integrating new features into existing Validation Processes
Improving sensitivity, efficiency, effectiveness, and quality of validation processes
Management and prioritization of daily tasks
Integration of tools and algorithms from different departments in the company and applying them into our validation infrastructure.

our company's AV Group is looking for an Automation and Verification Team Lead to drive the development and validation of cutting-edge Autonomous Vehicle (AV) technologies. This role involves leading a team of skilled engineers in designing, implementing, and optimizing advanced validation frameworks for our companys L2+ to L4 autonomous platforms.
As a Team Leader, you will play a critical role in shaping the verification and automation strategies, fostering technical excellence, and mentoring team members to ensure high-quality AV software solutions. You will collaborate with cross-functional teams, including software architects, product managers, and simulation experts, to ensure our autonomous systems meet industry-leading safety and performance standards.
What will your job look like:
Lead and mentor a team of automation and verification engineers, fostering a culture of technical excellence and innovation
Define and implement robust verification methodologies to ensure the reliability and safety of our companys AV software and control systems
Oversee the development of automated testing frameworks and simulation environments to enhance verification efficiency
Work closely with software development, product, and system teams to align verification efforts with product goals
Ensure adherence to industry standards (A-SPICE) and best practices in validation and verification
Continuously improve validation workflows, automation processes, and CI/CD pipelines to increase efficiency
Stay up to date with the latest trends in software validation, automation, and autonomous vehicle technologies.

our company's AV Group is looking for an Automation and Verification Team Lead to drive the development and validation of cutting-edge Autonomous Vehicle (AV) technologies. This role involves leading a team of skilled engineers in designing, implementing, and optimizing advanced validation frameworks for our companys L2+ to L4 autonomous platforms.
As a Team Leader, you will play a critical role in shaping the verification and automation strategies, fostering technical excellence, and mentoring team members to ensure high-quality AV software solutions. You will collaborate with cross-functional teams, including software architects, product managers, and simulation experts, to ensure our autonomous systems meet industry-leading safety and performance standards.
What will your job look like:
Lead and mentor a team of automation and verification engineers, fostering a culture of technical excellence and innovation
Define and implement robust verification methodologies to ensure the reliability and safety of our companys AV software and control systems
Oversee the development of automated testing frameworks and simulation environments to enhance verification efficiency
Work closely with software development, product, and system teams to align verification efforts with product goals
Ensure adherence to industry standards (A-SPICE) and best practices in validation and verification
Continuously improve validation workflows, automation processes, and CI/CD pipelines to increase efficiency
Stay up to date with the latest trends in software validation, automation, and autonomous vehicle technologies.

we are at the forefront of innovation in autonomous vehicle technology. We're dedicated to creating safer, smarter solutions that revolutionize the transportation space. As we continue to push the boundaries of what's possible in the field of autonomous vehicles, we created partnerships with world class automakers to provide the best-in-the-world driving experience in their vehicles. We are seeking a highly skilled Technical Project Management lead to join our Validation Department and manage the validation of these leading products.
Role Overview:
As the Infrastructure and Tool Team Leader in the automotive industry, you will lead a dynamic team responsible for the development, maintenance, and optimization of the infrastructure and tools that support our engineering and production processes. Your role is pivotal in ensuring the seamless integration and functioning of various tools and systems, driving efficiency and innovation within the organization.
What will your job look like:
Lead and mentor a team of engineers and technicians, providing guidance, support, and professional development opportunities.
Oversee the design, implementation, and maintenance of robust and scalable infrastructure to support engineering and production needs.
Manage the development, customization, and integration of tools such as Jenkins, JIRA, and other CI/CD systems.
Lead the implementation and optimization of Continuous Integration and Continuous Deployment (CI/CD) methodologies and systems.
Plan, execute, and manage infrastructure and tool development projects, ensuring timely delivery and adherence to budget and quality standards.
Provide technical support and troubleshooting expertise for infrastructure and tools, ensuring minimal downtime and rapid resolution of issues.

our company's REM department is responsible for the automatic High-Definition map-making process, which is a key technology in our company's autonomous driving and high-end Driving Assistance systems. We are seeking a Backend Python Developer Team Lead to join our team, which builds and maintains various activities and services in REM's backend.
What will your job look like:
You will be part of a strong developer team, developing the next generation of the automatic mapping factory of our company.
Improve system architecture.
Collaborate with cross-functional teams and stakeholders across the company to understand their needs and define and develop new features.
Develop microservices in Python and Node.js.
Design complex systems.
Work at large scale.