דרושים » הנדסה » Senior Computer Vision - Algorithm Engineer

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לפני 14 שעות
Location: Jerusalem
Job Type: Full Time
Required Senior Computer Vision - Algorithm Engineer
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.
What will your job look like:
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.
Requirements:
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:
M.Sc. or Ph.D. degree in Computer Vision, Deep Learning, or Machine Learning.
This position is open to all candidates.
 
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לפני 18 שעות
Location: Jerusalem
Job Type: Full Time
Required Experienced Deep Learning Algorithm Developer
You will join a collaborative team dedicated to researching and developing advanced neural networks critical to our 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.
Requirements:
B.Sc. or higher in CS, Math, Physics, or Engineering
3+ years of experience in algorithm or ML/DL development
Strong background in computer vision, ML, and deep learning
Proficiency in Python and DL frameworks (e.g. PyTorch, TensorFlow)
Solid understanding of data structures and algorithms
Experience with end-to-end model development (data, training, deployment)
Advantages:
M.Sc./Ph.D. in a relevant field
Experience with PySpark or big data tools
Knowledge of C++ or CUDA
Cloud experience (AWS, GCP)
Leadership or tech lead experience.
This position is open to all candidates.
 
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לפני 19 שעות
חברה חסויה
Location: Jerusalem
Job Type: Full Time
We are looking for a skilled and driven Algorithm Team Lead to tackle real-world challenges using cutting-edge Computer Vision and Machine Learning techniques. Our work directly supports our mission to revolutionize autonomous driving and contribute to saving lives.
Youll lead a fast-paced, hands-on team, contributing to the full development cyclefrom early research to deploying production-ready solutionswhile collaborating with teams across the organization.
What will your job look like:
Lead and mentor a team of algorithm developers focused on solving complex perception problems.
Drive the development and implementation of machine learning models for real-world automotive applications.
Focus on algorithmic development with a strong emphasis on Computer Vision and Image Processing.
Work with large-scale data to design, train, and evaluate deep learning models.
Program primarily in Python using modern tools and frameworks.
Research, prototype, and refine new ideas to address evolving perception challenges.
Requirements:
B.Sc. in Mathematics, Physics, Computer Science, or a related field.
Prior experience in a leadership or tech lead role.
5+ years of experience in algorithm or model development.
Proven experience and passion for Computer Vision and Image Processing.
Strong Python programming skills.
Experience with PyTorch or similar deep learning frameworks advantage.
Experience with PySpark or working with big data advantage.
M.Sc. or Ph.D. advantage.
This position is open to all candidates.
 
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לפני 19 שעות
חברה חסויה
Location: Jerusalem
Job Type: Full Time
We are looking for an Algorithm Developer who is excited by the challenge of solving real-world problems and delivering solutions using both algorithmic and software design capabilities.
This is your opportunity to help us advance our technology and push the boundaries of what's possible in autonomous driving!
What will your job look like:
The role combines algorithm development with hands-on software implementation.
Participate in the entire development cycle, from initial research and prototyping to deployment on real-time embedded systems within the vehicle.
Collaborate with engineering and research teams in Computer Vision, Machine Learning, and Data Engineering to solve real-life problems.
Analyze large datasets to improve algorithm performance and robustness.
Requirements:
B.Sc. in Computer Science / Engineering with excellent academic performance.
At least 2 years of experience as an Algorithm/Software Developer.
Strong coding skills in C++- an advantage.
Solid understanding of data structures and algorithms.
Strong problem-solving skills and the ability to work independently and as part of a team.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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לפני 19 שעות
Location: Jerusalem
Job Type: Full Time
Our 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 self-driving car, crowd-sourced HD maps, and advanced driver-assistance systems.
The group is primarily focused on the decision-making module of our 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.
Requirements:
Outstanding MSc graduate in Computer Science, Computer Engineering, Mathematics, or Physics
PhD- advantage
Outstanding mathematical capabilities
Strong coding skills in C++ and Python
Capable of self-learning scientific articles
Background in software development/ algorithm development- advantage.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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לפני 18 שעות
Location: Jerusalem
Job Type: Full Time
Required Experienced Algorithm Validation Engineer for Harvesting
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
At least 3 years of experience in Algorithms Validation, SW development or similar field
Experience with Python (NumPy, SciPy, Matplotlib, Pandas)
Strong analytical capabilities
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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לפני 14 שעות
Location: Jerusalem
Job Type: Full Time
We are looking for a Senior 3D Applications Software Engineer to join our Autonomous Vehicle Simulation & Mapping Tools team at the Jerusalem campus.
Were seeking an experienced engineer with a solid background in real-time 3D applications. Youll be part of a strong, multidisciplinary team of developers, designers, and validators building high-quality, high-impact tools that are used across, and beyond, to shape the future of autonomous vehicle technology.
What your job will look like:
Develop, maintain, and extend 3D mapping, driving simulation, and visualization systems used by autonomous vehicle mapping, driving, control, validation and demonstration teams
Collaborate with engineers, designers, QA testers, and product managers to define requirements, design solutions, and deliver high-quality, user-centric solutions
Engage directly with users to understand their workflows, gather feedback, and continuously improve the tools
Adapt to new challenges and contribute to other Studio projects as needed
See your work have a significant impact across and help shape the development of autonomous driving technologies.
Requirements:
B.Sc. or B.A. degree in Computer Science, Physics, Engineering, or a related field
5+ years of experience with real-time 3D engines such as Unity, Unreal Engine, or similar tools
Experience with C# or C++
Ability to implement significant architectural changes and work effectively within large-scale, complex codebases
Solid foundation in 3D math
Experience with Python- advantage
Experience developing or integrating with mapping and geospatial applications - advantage
Working with cloud providers (e.g., AWS) and full stack development - advantage.
This position is open to all candidates.
 
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