מצאו את ההתאמה המושלמת עבורכם עם אקספוינט! חפשו הזדמנויות עבודה בתור Algorithm Developer ב-Israel, Jerusalem District, Jerusalem והצטרפו לרשת החברות המובילות בתעשיית ההייטק, כמו Mobileye. הירשמו עכשיו ומצאו את עבודת החלומות שלך עם אקספוינט!
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.
All you need is:
Bachelor's or master's degree in computer science, Engineering, or a related field.
3+ years of experience in designing, implementing, and automating algorithm validation or software testing, with a focus on performance testing for complex, data-intensive, or machine-learning algorithms.
Strong expertise in at least one programming language (Python, Java, C++, etc.) with a solid understanding of algorithm design, testing methodologies, and computational complexity.
Experience designing and implementing automated testing solutions and integrating them with CI/CD pipelines (e.g., Jenkins).
Familiarity with cloud technologies (AWS, Azure, Google Cloud) for running large-scale tests and simulations.
Conduct research and develop innovative Computer Vision and Deep Learning algorithms in areas such as Object Detection and Tracking, Depth Sensing, and 3D Reconstruction.
Engage in cutting-edge Computer Vision projects, from the data science and research stages, through proof of feasibility to the deployment of solutions.
Performance-oriented deployment of Computer Vision and Deep Learning algorithms on a Real-Time embedded chip for autonomous driving.
Collaborate with engineering and research teams in Computer Vision, Machine Learning, and Data Engineering to solve real-life problems.
Continuously learn and stay updated on the latest advancements in relevant research fields that impact our daily work.
All you need is:
B.Sc. in Computer Science, Electrical Engineering, or a related technical field.
Proven background in Computer Vision, Machine Learning, and Deep Learning.
4+ years of experience in development, design, and deployment of machine learning algorithms.
Experience in real-time programming, preferably in C/C++.
Strong programming and engineering skills.
Ability to learn new technologies and techniques.
Independent, creative, and innovative with strong problem-solving skills.
Advantages:
. or Ph.D. degree in Computer Vision, Deep Learning, or Machine Learning.
Take part in the design, development, deployment, and maintenance of Mobileye's main cloud systems: Backend and python packages
Hyper-scale batch processing framework, spinning up hundreds of thousands of parallel computation CPU
Ssystems to ingest, store and manage data from cameras and other sensors, of exceptional volumes - 100 PB and more
Collaborate with different groups in Mobileye, including Algorithms, Software and Validation
Deliver a high quality product, fully developed by our team Work with highly experienced developers, architects and AWS experts.
Work tightly with AWS teams, bringing their services to the edge - S3, EC2, Spot, EBS, ECS, Batch, DynamoDB, CW
Build systems and tools using AWS Lambda, RDS, CloudFormation/Terraform and moreSee your product being used by hundreds of users, where every improvement, optimization and new feature can be critical to the development of autonomous vehicles and car safety systems.
All you need is:
B.Sc. in Computer Science / Engineering
At least 2 years of Python experience (experience with advanced Python packages)
Experience with backend: databases/Elastic Search/Redis, etc
Experience in high-scale systems - advantage
Experience with Docker, Kubernetes, AWS Cloud Services - advantage
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.
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.
All you need is:
. in Computer Science, Electrical Engineering, Physics or Mathematics
4+ Years of proven experience in developing DL\ML algorithms.
Proficiency in Computer Vision and Image Processing - advantage
Experience with PyTorch or similar deep learning frameworks – advantage.
Experience with PySpark or working with big data – advantage.
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.
All you need is:
Bachelor's or master's degree in computer science, Engineering, or a related field.
3+ years of experience in designing, implementing, and automating algorithm validation or software testing, with a focus on performance testing for complex, data-intensive, or machine-learning algorithms.
Strong expertise in at least one programming language (Python, Java, C++, etc.) with a solid understanding of algorithm design, testing methodologies, and computational complexity.
Experience designing and implementing automated testing solutions and integrating them with CI/CD pipelines (e.g., Jenkins).
Familiarity with cloud technologies (AWS, Azure, Google Cloud) for running large-scale tests and simulations.
בואו למצוא את עבודת החלומות שלכם בהייטק עם אקספוינט. באמצעות הפלטפורמה שלנו תוכל לחפש בקלות הזדמנויות Algorithm Developer בחברת Mobileye ב-Israel, Jerusalem District, Jerusalem. בין אם אתם מחפשים אתגר חדש ובין אם אתם רוצים לעבוד עם ארגון ספציפי בתפקיד מסוים, Expoint מקלה על מציאת התאמת העבודה המושלמת עבורכם. התחברו לחברות מובילות באזור שלכם עוד היום וקדמו את קריירת ההייטק שלכם! הירשמו היום ועשו את הצעד הבא במסע הקריירה שלכם בעזרת אקספוינט.