דרושים » מדעים מדוייקים » Senior Deep Learning Algorithm Developer

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Location: Ramat Gan
Job Type: Full Time
we are a global leader in autonomous vehicle (AV) technology, pioneering advanced driver-assistance systems (ADAS) and self-driving solutions.
Across the company, Senior Deep Learning Algorithm Developers work at the forefront of AV/ADAS innovation - designing, training, and optimizing deep neural networks for tasks such as perception, mapping, and scene understanding. This includes working with large-scale datasets, leveraging frameworks like PyTorch or TensorFlow, and applying state-of-the-art techniques to tackle complex perception and decision-making challenges in real-world driving scenarios.
At our company, Senior Deep Learning Algorithm Developers contribute across multiple AI domains, with most opportunities in Computer Vision and additional roles in areas such as NLP/LLMs and 3D Perception (Radar, LiDAR, Fusion). This role serves as a central entry point, enabling us to align your expertise and aspirations with the projects and teams where you can make the greatest impact.
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.
Analyze large datasets to improve algorithm performance and robustness.
Research the latest advancements in deep learning, multi-task learning, AI architectures, and apply them to enhance our algorithms.
Requirements:
M.Sc. in Computer Science, Electrical Engineering, Mathematics or Physics (Ph.D.- advantage)
5+ years of 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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Location: Ramat Gan
Job Type: Full Time
We are looking for a Deep Learning Tech Lead, who will be challenged by solving real-world problems using Computer Vision. Our mission in the algorithms department has a significant impact on autonomous vehicle technologies, external customers, and advanced driver-assistance systems (ADAS). In this role, you will be responsible for the full cycle of deep learning R&D, including modeling new solutions and enhancing the performance of existing ones. Your responsibility will include design, implementation, guidance and mentoring for team members. You will leverage your extensive experience to lead multiple deep projects, and will be a key figure in leading successful execution and in finding creative solutions to difficult bottlenecks, across data, AI, engineering and product considerations.
** This role requires working at our Jerusalem offices 1 day per week.
What will your job look like:
Lead the design, development, and implementation of accurate and robust AI algorithms for new projects
Research the latest advancements in deep learning, multi-task learning, AI architectures, and apply them to enhance our algorithm
Design, develop and implement deep learning algorithms to solve complex problems in computer vision
Take ownership of deep learning projects: Design solutions, oversee execution, and collaborate with talented Algorithm developers
Collaborate with cross-functional teams to understand requirements and develop solutions.
Requirements:
Advanced degree (M.Sc. or Ph.D) in Computer Vision, Deep Learning, or Machine Learning
3+ years of experience in developing deep learning algorithms
Knowledge of C++
Experience with deep learning frameworks such as TensorFlow, Keras, and PyTorch
Hands-on experience working with LLMs (e.g., for data generation, augmentation, or labeling) - Advantage.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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חברה חסויה
Location: Ramat Gan
Job Type: Full Time
Join our innovative team at our company, where you will lead a talented Deep Learning R&D team developing advanced neural networks that are essential for our companys key products.
In this role, you will lead a team responsible for developing real-time vision models that power the vehicles understanding of its environment. The team combines research, hands-on development, model training, data analysis, optimization, and product-grade delivery for autonomous driving technologies and advanced driver-assistance systems.
As a Deep Learning R&D Team Lead, you will be responsible for both the technical and managerial leadership of the team. You will guide the full development cycle of deep learning solutions - from understanding the problem and data, through modeling and training, to performance improvement, validation, and delivery into production systems.
The role is ideal for someone who is technically strong, creative, independent, and motivated by solving complex, open-ended problems while leading people and driving execution in a fast-paced, product-oriented environment.
What will your job look like?
Lead a small and highly capable Deep Learning R&D team working on real-time computer vision models for our companys products.
Provide technical leadership across the full deep learning development cycle, including data understanding, model design, training, evaluation, optimization, and production readiness.
Drive goal-oriented research and development, balancing innovation with practical product needs, timelines, and delivery quality.
Mentor, support, and develop team members, while creating a strong professional environment that encourages ownership, creativity, and continuous improvement.
Break down complex and ambiguous problems into clear work plans, priorities, milestones, and execution steps.
Collaborate closely with cross-functional teams to understand requirements, align expectations, and deliver effective solutions.
Improve existing models and development flows to enhance accuracy, robustness, runtime performance, scalability, and product impact.
Stay up to date with the latest advancements in deep learning, computer vision, AI architectures, and AI-based development tools, and apply relevant ideas to improve the teams work.
Requirements:
M.Sc. or outstanding B.Sc. in Computer Science, Mathematics, Physics, Engineering, or a related field.
Leadership experience, management experience, or significant technical experience combined with strong potential and motivation to grow into a management role.
Strong professional background in Computer Vision and Deep Learning.
Hands-on experience developing deep learning algorithms using Python frameworks such as PyTorch or TensorFlow.
Strong understanding of model training, data analysis and performance improvement.
Experience with real-time, production-grade, or product-oriented deep learning systems - advantage.
Strong problem-solving skills, creativity, independence, and the ability to handle complex problems where the solution is not always clear in advance.
Ability to work in a structured way - define priorities, break down problems, plan execution, and drive tasks to completion.
Strong communication and collaboration skills, self-awareness, and the ability to lead, mentor, and motivate people.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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Location: Ramat Gan
Job Type: Full Time
we are a global leader in autonomous driving technologies and advanced driver-assistance systems (ADAS). Our cutting-edge solutions, including the EyeQ chip, our company SuperVision, our company Drive, and our company Chauffeur, leverage computer vision and machine learning to enhance vehicle safety and enable self-driving capabilities. Integrated into millions of vehicles worldwide, our technology is redefining the automotive industry and driving the evolution towards smarter, safer, and more autonomous mobility.
In our group, we research, develop, and deploy state-of-the-art lidar based techniques to achieve world-class results, enabling the safe development of Autonomous Driving features and Advanced Driver Assistance Systems.
This role requires working at our Jerusalem offices 2 days per week.
What will your job look like:
Research, design, develop, and implement lidar based algorithms in both Python and C++ for solving complex problems
Evaluate existing models and techniques, and propose innovative approaches to improve algorithm performance and accuracy
Examine your algorithms on large-scale real-world data from our data collection vehicles across the globe
Collaborate with cross-functional teams to understand requirements and develop solutions
Optimize existing algorithms to improve performance and scalability.
Requirements:
M.Sc. in Computer Science, Electrical Engineering or a related field
3+ years of experience in developing Computer Vision algorithms
Strong statistical analysis, mathematical, and problem-solving skills
Ability to learn new technologies and techniques
Independence, creativity and a proactive approach
Experience with the automotive industry is an advantage.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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Location: Ramat Gan
Job Type: Full Time
The Road Algorithm team is responsible for one of the most critical and challenging tasks in autonomous driving - detecting and understanding the drivable road. Our work leverages Deep Neural Networks and geometric modeling to deliver reliable and high-quality road perception for autonomous vehicles.
We are looking for an Expert Deep Learning Research Engineer who will both drive independent deep learning research and collaborate closely with other developers to help unlock new directions, solve complex challenges, and elevate the teams algorithmic capabilities.
What will your job look like:
Conduct hands-on research and development of deep learning algorithms for road understanding, drivable area detection, and scene structure modeling
Lead exploratory investigations into new architectures, training strategies, and data utilization methods
Join forces with other developers to troubleshoot difficult problems, introduce new ideas, and guide technical decisions
Own projects end-to-end - from concept and experimentation to integration and scalable deployment.
Requirements:
B.Sc. or M.Sc. in Computer Science, Electrical Engineering, or a related field
5+ years of hands-on experience in Machine Learning / Deep Learning research and development
Strong experience with Transformer-based architectures (e.g., Vision Transformers or similar)
Strong proficiency with PyTorch or TensorFlow and practical experience building and optimizing deep neural networks
Experience working with cloud environments (e.g., AWS) - including data handling, distributed training, or running large-scale batch jobs
Proven ability to work both independently and collaboratively, supporting others and leading technical investigations
Excellent analytical skills, creativity, and a drive to push the limits of applied research.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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חברה חסויה
Location: Ramat Gan
Job Type: Full Time
we are a pioneering force in the autonomous vehicles (AV) industry.
Join us to build the brain behind the car - a large-scale, multi-task neural network that powers the core of our companys autonomous stack.
Youll design and train cutting-edge deep learning models tailored for our custom EyeQ chip, tackling end-to-end challenges and deploying real-world solutions.
From novel architectures and advanced training techniques to performance tuning under tight constraints, youll work closely with software and hardware teams to turn research into high-impact, production-ready systems.
If youre a brilliant, hands-on researcher with a passion for shaping the future - this is your launchpad.
Our team is at the forefront of our companys most advanced AI efforts. As a central hub for deep learning innovation, were trusted with designing the core neural network architecture that powers the companys flagship products. If youre seeking a high-impact role among top-tier researchers and developers - this is the place to be.
Requirements:
PhD in Computer Science or a related discipline (exceptional MSc candidates will be considered).
4+ years of hands-on experience developing deep learning algorithms in Python.
Experience building end-to-end DL pipelines: data preparation, training, evaluation, and deployment.
Proficiency in at least one deep learning framework (e.g., TensorFlow, PyTorch).
Excellent problem-solving skills and a research-oriented mindset.
Industry experience in DL or software development.
Familiarity with hardware-aware model optimization.
Experience with cloud platforms (e.g., AWS), Docker, and Linux environments.
Publications or contributions in the fields of deep learning, neural architecture search, knowledge distillation or multi-task learning.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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01/06/2026
חברה חסויה
Location: Ramat Gan
Job Type: Full Time
Hands-on navigation engineering for the interceptor system. You'll develop, implement, and validate navigation and estimation algorithms, working with real sensor data and taking algorithms from concept through Real-Time implementation. Reports to the GNC Lead, with deep ownership over the modules you build. This role is a fit for engineers with strong navigation, sensor-fusion, and state-estimation foundations, and the appetite to apply those skills to broader engineering problems beyond pure navigation.
Responsibilities:

* Develop and implement navigation algorithms for Real-Time systems.
* Work with sensors such as IMU, GNSS, radar, and other relevant sensors.
* Design estimation and sensor-fusion solutions.
* Analyse simulation and field data to improve algorithm performance.
* Support the full algorithm lifecycle, from requirements and simulation through implementation and testing.
* Apply estimation and data -fusion skills to domains beyond navigation when needed.
* Collaborate with software, Embedded, systems, and hardware teams.
Requirements:
* 3+ years of hands-on experience in navigation algorithm development.
* B.Sc. or M.Sc. in Aerospace Engineering, Electrical Engineering, Mechanical Engineering, Computer Science, Applied Mathematics, Robotics, or a related field.
* Solid background in state estimation, filtering, optimization, and probabilistic modelling.
* Experience with inertial navigation, GNSS-based navigation, or multi-sensor fusion.
* Proficiency in MATLAB or similar tools.
* Experience implementing algorithms in simulation and Real-Time environments.
* Strong analytical, debugging, and problem-solving skills.
* Eligible for security clearance. Preferred Qualifications
* Ph.D. or advanced degree in a relevant field.
* Experience with autonomous systems, robotics, UAVs, or defense systems.
* Experience with Embedded implementation, Real-Time software, or hardware-in-the-loop testing.
* Knowledge of navigation performance metrics and sensor error modelling.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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חברה חסויה
Location: Ramat Gan
Job Type: Full Time
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:
Research, design and develop innovative algorithmic solutions.
Mathematical modeling and abstraction of real-life problems.
Code design, implementation, and hands-on development.
Requirements:
5+ years of experience in algorithm development
Outstanding MSc graduate in Computer Science, Computer Engineering, Mathematics, or Physics.
PhD- advantage.
Strong coding skills in C++ and Python.
Outstanding mathematical capabilities
Capable of self-learning scientific articles.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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חברה חסויה
Location: Ramat Gan
Job Type: Full Time
We are looking for a strong Senior Software Developer to help build the algorithmic core of our platform. This role is ideal for a hands-on engineer with deep Python expertise, strong algorithmic thinking, and excitement about applying the latest AI, LLM, and agentic capabilities to real-world optimization problems.

You will work on systems that improve bidding, budget allocation, keyword strategy, audience optimization, and other core levers of marketplace and advertising performance.

What Youll Do

Design, build, and improve algorithms across bidding, budget allocation, keyword optimization, audience optimization, and related areas

Work closely with product, data, and engineering teams

Build systems that leverage the latest LLMs and agentic workflows as part of intelligent optimization and automation

Help shape the technical direction of the optimization engine and broader AI-driven platform

Contribute to architecture, code quality, testing, and deployment best practices for algorithmic Python systems
Requirements:
5+ years of hands-on Python development experience

Proven experience building algorithms, optimization logic, or decision systems

Strong software engineering fundamentals, with the ability to design, build, test, debug, and maintain high-quality production systems

Strong SQL and database expertise, including experience with relational and non-relational databases such as Postgres, MongoDB, and Redis

Familiarity with modern cloud and engineering environments, including AWS, Docker, Kubernetes, CI/CD, and Git

Experience working with modern LLM tools, prompt engineering, or LLM-based systems

Experience with monitoring and visualization tools, and comfort working in agile development environments

Strong analytical mindset, high ownership, and a real passion for solving problems and delivering value

Degree in Computer Science and/or Mathematics from a reputable university

Strong Pluses

Experience working with Claude

Experience building or working with agentic systems / AI agents

Experience with Java (Spring / Spring Boot)

Familiarity with search advertising and performance marketing

What We Are Looking For

A strong builder who enjoys solving hard algorithmic problems

Someone who can move between research-style thinking and production implementation

High ownership and startup mindset

Comfortable working in a fast-moving environment with ambitious goals and real product traction

Excited about combining Python, algorithms, data, and the latest AI tools to create a category-defining product
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 :)
Location: Ramat Gan
Job Type: Full Time
What will your job look like:
Design and optimize algorithms and pipelines for large scale model inference
Build scalable systems for high throughput data processing and streaming
Develop data transformation and preprocessing components for ML workloads
Improve performance, efficiency, and reliability across distributed inference systems
Work closely with ML researchers, infrastructure, and platform teams
Drive architectural decisions for production ML and data systems.
Requirements:
5+ years of experience in Algorithm Engineering, ML Infrastructure, or Data Systems
Strong programming skills in Python
Hands on experience with Spark, Polars, Pandas, DuckDB, and AWS
Strong understanding of distributed systems, scalability, and performance optimization
Experience building or supporting ML inference pipelines in production
Strong system design and architecture skills.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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