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1 ימים
מיקום המשרה: ירושלים
סוג משרה: משרה מלאה
קצת על התפקיד
קבוצת הראייה הממוחשבת בחברתנו מחפשת מפתח אלגוריתמים מנוסה.
הקבוצה עוסקת בפיתוח אלגוריתמים פורצי דרך ברמה בינלאומית המשתלבים בפרויקטים ביטחוניים מאתגרים וחדשניים.
בחברתנו יכולות מתקדמות של ראייה ממוחשבת המשתלבות במערכות מולטי-דיסציפלינאריות במגוון נקודות עבודה מרתקות .
התפקיד כולל פיתוח פתרונות ראייה ממוחשבת, שישתלבו במערכות מבצעיות ויספקו לגוף המבצעי יכולות חדשות העונות לדרישות המאתגרות של שדה הקרב העדכני. הפיתוח מתחיל בהבנת הצורך, ניסוח הדרישות וגיבוש הפתרון, ועד המימוש המלא במערכת.
דרישות:
הבנה טובה בגיאומטריה והכרות מעמיקה עם Multi-View Geometry
7 שנות ניסיון במחקר ומימוש אלגוריתמי ראיה ממוחשבת
ניסיון בפיתוח תוכנה ומימוש בשפת C++ וPython
תואר שני או PHD עם התמחות בComputer Vision - יתרון
ניסיון בפיתוח real-time SLAM, 3D reconstruction, sensor fusion, שיערוך מפות עומקים,pose estimation - יתרון. המשרה מיועדת לנשים ולגברים כאחד.
 
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הגשת מועמדותהגש מועמדות
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לפני 3 שעות
Location: Jerusalem
Job Type: Full Time
Required Outstanding Graduate Algorithm Developer
A global leader in autonomous vehicle (AV) technology, pioneering advanced driver-assistance systems (ADAS) and self-driving solutions.
Across the company, algorithm developers work at the forefront of AV/ADAS innovation - designing and implementing perception, mapping, computer vision, and decision-making algorithms, typically in Python or C++.
Algorithm developers join a variety of teams across a broad range of domains. This role serves as a central entry point, allowing us to match your expertise and aspirations with the team where you can make the greatest impact.
Algorithm developers contribute to diverse areas of innovation, including:
Detection: Developing algorithms to identify and track road users, lanes, and other key elements of the driving environment in real time.
Object Modeling: Developing algorithms to identify, classify, and measure objects (general, unclassified, etc.), enabling precise scene understanding.
Geometry: Developing algorithms to model road geometry, vehicle motion, and calibrations, providing essential spatial data that supports localization, 3D object placement, tracking, and other core perception tasks.
Mapping: Developing algorithms to create high-definition maps from large-scale, crowd-sourced data to enable precise localization and navigation.
3D Perception & Sensor Fusion: Designing algorithms for 3D reconstruction and multi-sensor reasoning to accurately model and understand the driving environment.
What will your job look like?
Your job will include a combination of algorithm development and programming in Python and C++
Work with image-based data, focusing on extracting and representing spatial information accurately and efficiently
Take initiative in identifying and solving complex algorithmic challenges in a fast-paced development environment
Collaborate closely with engineering and research teams in computer vision, data engineering, and related fields to deliver real-world solutions.
Requirements:
B.Sc. in Computer Science, Electrical Engineering, Mathematics or Physics
Advanced degree (M.Sc. or Ph.D.) - advantage
A proven record of excellence - academically and professionally
Hands-on experience with Python or C++
Proven ability to solve complex problems.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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לפני 5 שעות
Location: Jerusalem
Job Type: Full Time
We are looking for an Algorithm Developer, who will be challenged by solving problems from the real world using Computer Vision and Signal Processing. Our mission in the Algorithms department has a significant impact on autonomous driving technologies and on saving lives.
In this position, you will combine classic programming and algorithm development in Python/C++, you will be responsible for both maintaining the product and developing new features. As an Algorithm Developer, you will learn and develop new algorithms which can address new problems and challenges to solve as they arise.
The work at our algorithms department is dynamic and includes hands-on work in running the process from the early stage of research to bringing the product to production, in collaboration with other teams.
What will your job look like:
Your job will include a combination of classic programming and algorithm development.
You will develop in both C++ and python.
You will need to both maintain the product and develop new features.
You will need to learn and develop new algorithms which can address new problems as they arise.
Requirements:
M.Sc. in Mathematics, Physics, or Computer Science.
Experience in development in C++ - strong advantage.
Proven ability to solve complex problems.
Nice to have:
Experience in Python and NumPy.
Experience in statistical estimation.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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לפני 5 שעות
Location: Jerusalem
Job Type: Full Time
Required Algorithm Researcher - Autonomous Driving (CTO Group)
The CTO Group is a small, elite team focused on the decision-making module of our autonomous driving system.
Our mission is to solve some of the hardest problems in autonomous driving by combining the full spectrum of modern computer science - from rigorous mathematical modeling, optimization, and algorithm design to deep learning.
The team develops the driving policies that translate system-wide inputs into safe, efficient, and human-like driving behavior. Our work spans classical algorithms, optimization under constraints, probabilistic reasoning, reinforcement & supervised learning, all grounded in real-world driving data.
The group is comprised of top researchers and developers and is led by world-class scientists, offering a unique opportunity to work closely with the CTO, shape the future of autonomous driving, and influence the company's technical direction.
What will your job look like:
Research and develop innovative algorithms for autonomous driving planning and decision-making.
Model complex real-world driving scenarios and formulate them as optimization, learning, or algorithmic problems.
Apply a broad range of techniques - from mathematical modeling and classical algorithms to machine learning and deep learning - to improve driving policies.
Analyze large-scale driving data to gain insights, validate hypotheses, and improve system robustness and performance.
Design and implement high-quality production-ready code in a research-driven environment.
Read, evaluate, and build upon state-of-the-art scientific literature in algorithms, AI, and machine learning.
Requirements:
5+ years of experience in algorithm development, machine learning, or AI research.
Outstanding MSc in Computer Science, Computer Engineering, Mathematics, Physics, or a related quantitative field.
PhD - an advantage.
Strong programming skills in C++ and Python.
Outstanding mathematical and analytical abilities.
Passion for solving challenging research problems and the ability to quickly learn from scientific literature.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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לפני 5 שעות
Location: Jerusalem
Job Type: Full Time
Required Deep Learning Algorithm Engineer - REM Semantics
You will be part of our REM (Road Experience Management) department which is responsible for the automatic High Definition map-making process, which is a key technology in our autonomous driving and high-end Driving Assistance systems.
You will be joining the team that builds the state-of-the-art AI-powered relevancy systems at scale. You will be designing and implementing semantic understanding engines that power data-driven products across autonomous driving and beyond, combining cutting-edge Computer Vision, Graph Neural Networks, and efficient inference to solve real-world perception challenges.
If you're talented, highly motivated and passionate about building intelligent systems where your contributions drive concrete, measurable outcomes, we'd love to meet you.
What will your job look like:
Conduct hands-on research and development of AI and Deep Learning algorithms for real-world automotive perception tasks
Own projects end-to-end - from concept, through research, prototyping, designing, training, and evaluating neural network architectures, to integration and scalable deployment
Analyze challenging edge cases and continuously improve model performance in complex driving scenarios
Collaborate with algorithm developers, software engineers, product managers and system teams across the organization
Work with large-scale datasets and real-world driving scenarios to improve model accuracy, robustness, and runtime efficiency
Bring your ideas into production-ready systems that have a direct, measurable impact on autonomous vehicle technologies used worldwide
Requirements:
B.Sc. or M.Sc. in Computer Science, Electrical Engineering, or a related field, with strong academic performance
3+ years of hands-on experience developing deep learning solutions using Python and frameworks such as PyTorch
Solid foundation in Algorithms, Machine Learning, and Deep Learning fundamentals (Computer Vision / Graph Neural Networks - advantage)
Experience leveraging AI agents and modern productivity tools in development workflows - advantage
Strong analytical skills, a sense of ownership, and the ability to work collaboratively
Experience with cloud environments and big data tools - advantage.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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מודים לך שלקחת חלק בשיפור התוכן שלנו :)
לפני 5 שעות
Location: Jerusalem
Job Type: Full Time
We are seeking a geometrically‑inclined algorithm developer to solve real‑world geometric problems using signal processing, contributing directly to technologies that improve road safety.
What will your job look like:
Design, develop, and optimize geometric and signal‑processing algorithms for large‑scale map creation systems.
Implement and maintain production‑level Python code within a complex, large codebase.
Analyze large datasets and build scalable solutions using scientific and big‑data tools.
Take algorithms from research and prototyping through production deployment.
Continuously research and develop new algorithmic approaches to address emerging challenges.
May explore Graph Neural Network (GNN) based approaches to complement geometric algorithms.
Requirements:
B.Sc. in Computer Science, Mathematics, Electrical Engineering, Physics, or a related field.
5+ years of experience working with large production codebases.
2+ years of experience developing scientific or data‑intensive applications in Python.
Proven ability to solve complex problems.
Nice to have:
Advanced degree (M.Sc. or Ph.D.).
Experience in statistical estimation.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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לפני 4 שעות
Location: Jerusalem
Job Type: Full Time
Required Experienced Algorithm Validation Engineer
You will be part of our REM department. Our 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.
Requirements:
BSc in computer science, Mathematics, or similar 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.
Experience with Python (NumPy, SciPy, Matplotlib, Pandas)
Strong analytical capabilities and experience in data processing
Knowledge in descriptive statistics, probability, and statistical inference
Ability to juggle multiple tasks
Broad vision and a systematic approach
Thoroughness and attention to details
Independence, ability to learn new material quickly
Fluent English.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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תודה על שיתוף הפעולה
מודים לך שלקחת חלק בשיפור התוכן שלנו :)
לפני 4 שעות
Location: Jerusalem
Job Type: Full Time
We are looking for an experienced Deep Learning Algorithm Developer to join one of our teams developing perception technologies for autonomous driving.
Our group tackles diverse challenges - from object detection and scene understanding to 3D perception - using large-scale, real-world in-house datasets and state-of-the-art deep learning models.
What will your job look like:
Develop and train neural networks for complex perception tasks in real-world driving environments.
Design and analyze deep learning pipelines, from data to deployment.
Collaborate with algorithm, software, and data experts to deliver production-ready models.
Research and apply new methods in computer vision, 3D perception, and multi-task learning to improve performance and efficiency.
Requirements:
M.Sc. in Computer Science, Electrical Engineering, or a related field
At least 2 years of industry experience developing deep learning-based computer vision algorithms
Strong Python programming skills and hands-on experience with PyTorch
Solid understanding of deep learning and computer vision.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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סגור
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תודה על שיתוף הפעולה
מודים לך שלקחת חלק בשיפור התוכן שלנו :)
לפני 5 שעות
Location: Jerusalem
Job Type: Full Time
We are looking for an Algorithm Developer, who will be challenged by solving problems from the real world using Computer Vision and Signal Processing. Our mission in the Algorithms department has a significant impact on autonomous driving technologies and on saving lives.
In this position, you will combine classic programming and algorithm development in Python/C++, you will be responsible for both maintaining the product and developing new features. As an Algorithm Developer, you will learn and develop new algorithms which can address new problems and challenges to solve as they arise.
The work at our algorithms department is dynamic and includes hands-on work in running the process from the early stage of research to bringing the product to production, in collaboration with other teams.
What will your job look like:
Your job will include a combination of classic programming and algorithm development.
You will develop in both C++ and python.
You will need to both maintain the product and develop new features.
Learn and develop new algorithms which can address new problems as they arise.
Requirements:
B.Sc. in Mathematics, Physics, or Computer Science.
Experience in development in C++.
Proven ability to solve complex problems.
Nice to have:
Advanced degree (M.Sc. or Ph.D.).
Experience in Python and NumPy.
Experience in statistical estimation.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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דיווח על תוכן לא הולם או מפלה
מה השם שלך?
תיאור
שליחה
סגור
v נשלח
תודה על שיתוף הפעולה
מודים לך שלקחת חלק בשיפור התוכן שלנו :)
לפני 5 שעות
חברה חסויה
Location: Jerusalem
Job Type: Full Time
We are searching for a skilled and motivated Algorithm & Software Engineer to join our Calibration Team. The Calibration Team is an integral part of the Geometry Group within the R&D department. We develop cutting-edge computational geometry products for our systems, essential for understanding vehicle surroundings and advancing Autonomous Vehicles and Advanced Driving Assistance Systems.
Our team's focus is on camera calibration functionalities. The foundation of all our algorithms is rooted in classic theoretical concepts that include diverse topics in mathematics and physics such as projective geometry, algebra, and optics. Given the wide-reaching impact of our work, these fundamental principles are translated into code, which must meet stringent real-time requirements, delivering both high accuracy and efficiency. To accomplish this, we actively utilize various profiling tools and techniques to continuously enhance the performance of our software solutions.
In addition, our team is gradually incorporating Machine Learning approaches to complement traditional methods and explore new ways to improve calibration accuracy.
We place a strong emphasis on the development of clean, well-documented, and testable code in order to produce robust and dependable software solutions. We are looking for individuals who share our commitment to code quality and recognize the significance of these practices.
What will your job look like:
Implement, deploy, and maintain algorithms in classic computational geometry.
Develop high-quality code primarily in C++, Python and occasionally using MATLAB.
Design and maintain real-time oriented code that meets stringent memory and runtime requirements.
Collaborate effectively with other teams.
Requirements:
B.Sc. in Physics, Mathematics, or Computer Science with a strong interest and experience in Computer Science or Software Engineering (M.Sc. - advantage).
2+ years of experience in C/C++/Python development.
Nice to have:
Experience with geometric algorithms.
Familiarity with Git and GitLab, backed by practical experience.
Experience developing deep learning algorithms in Python, including end-to-end pipeline implementation (data preparation, training, validation, and analysis).
Experience with deep learning frameworks such as TensorFlow, Keras, and PyTorch.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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סגור
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תודה על שיתוף הפעולה
מודים לך שלקחת חלק בשיפור התוכן שלנו :)
לפני 5 שעות
Location: Jerusalem
Job Type: Full Time
We are seeking an algorithm developer to help improve our solution for continuously updating maps following road changes, contributing directly to technologies that improve road safety.
What will your job look like:
Design, develop, and optimize algorithms for updating large‑scale map creation systems.
Implement and maintain production‑level Python code within a complex, large codebase.
Analyze large datasets and build scalable solutions using scientific and big‑data tools.
Take algorithms from research and prototyping through production deployment.
Continuously research and develop new algorithmic approaches to address emerging challenges.
Requirements:
B.Sc. in Computer Science, Mathematics, Electrical Engineering, Physics, or a related field.
3+ years of experience working with large production codebases.
Proven ability to solve complex problems.
Nice to have:
2+ years of experience developing scientific or data‑intensive applications in Python.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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8759550
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