לוח משרות דרושים פיתוח אלגוריתמים

Company:
Aeronautics

תחום עיסוק:
עיבוד תמונה

תקציר:
Join Aeronautics – A Cutting-Edge Leader in Navigation & Autonomous Systems Development! Aeronautics, a subsidiary of Rafael, is at the forefront of technological innovation, developing advanced systems in one of the most dynamic and rapidly evolving fields. We are committed to continuous technological advancement and pushing the boundaries of what’s possible. Objective: Establish and lead the development of computer vision capabilities for UAV-based navigation and mission applications, including perception, tracking, and scene understanding, in collaboration with existing navigation and systems teams.


מיומנויות נוספות:

* Prototype visual odometry and terrain classification module.
* Integrate with existing INS/GNSS navigation system for vision-aided navigation.
* Deliver mission-specific vision capabilities: e.g., moving target tracking.
* Ensure robustness under GPS-degraded and visually challenging environments.

We are growing and looking for a talented Radar Algorithms Engineer to join our Algorithms Department in Beer Sheva! The position includes:
* Development of algorithms for AESA-software defined radars, including detection, tracking and targets classification
* Development of radar simulation and analysis tools
* Participation in the radar system design
* Radar performance analysis

Algorithm Developer Navigation Systems (5603) Job Description: We are looking for a skilled and creative Algorithm Developer specializing in navigation systems to join our development team. This role focuses on the research, design, and implementation of core algorithms for positioning, estimation, and sensor fusion in advanced navigation platforms.

We are seeking a quantum computing expert with deep practical experience in quantum algorithms and quantum software development, who will lead the design, development, and deployment of quantum-enabled solutions. This role offers the opportunity to build pioneering quantum capabilities from the ground up, in close alignment with industry needs, particularly in the telecom and networking space.

You will take part in defining and evolving the quantum software strategyhelping to drive early innovation projects, prototype development, and real-world applications of quantum algorithms to solve complex problems in optimization, security, and data processing.

As part of a cutting-edge team, you will collaborate across product, research, and engineering groups to ensure our quantum solutions deliver measurable business impact and are positioned for successful integration within existing classical infrastructures.

Key Responsibilities:

Lead the research, development, and implementation of practical quantum algorithms with applications in telco, networking, and related domains.
Drive end-to-end quantum software projectsfrom concept through design, simulation, and hybrid execution (quantum/classical).
Evaluate and select quantum platforms, software stacks, and frameworks; work with both gate-based and annealing technologies where applicable.
Translate complex business and engineering problems into quantum-ready solutions.
Collaborate with interdisciplinary teams across software, data science, and product to embed quantum into larger system architectures.
Identify opportunities for quantum advantage and develop early prototypes and proof-of-concept demonstrators.
Engage with the broader quantum ecosystem: startups, research institutes, and platform providers.
Familiarity with classical algorithms is a plus

Required Senior Deep Learning Algorithm Developer
We are a global leader in autonomous vehicle (AV) technology. If youre an experienced deep learning developer driven by a passion to shape the future of mobility, join us to make AV a reality.
Object Perception team leverages cutting-edge multi-task deep learning to provide AVs with a rich understanding of vehicle behavior and interactions. Using vast amounts of video data, our algorithms capture intricate semantics and time-sensitive features, forming the backbone of AV scene understanding.
What will your job look like?
Design, develop, and optimize deep learning models that extract complex, dynamic insights from real-world scenes.
Collaborate across teams to solve key technical challenges and ensure model scalability.
Research and integrate the latest advancements in multi-task learning, temporal analysis, and AI architectures into our solutions.
Enhance and refine algorithmic performance through rigorous experimentation and innovation.
Develop primarily in Python, with occasional work in C++.
Work environment: Hybrid schedule: 4 days in-office (Tel Aviv or Jerusalem) and 1 day remote.

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.

we are looking for a Senior GenAI/NLP Algorithm Developer to join us in research and development of our next-generation automatic sports video content engine. If you are passionate about state-of-the-art NLP and Generative AI research we are looking for you!
What youll do:
The teams main focus: NLP & Generative AI.
Research and develop end-to-end real-time solutions for sports content automation using state of the art deep learning algorithms for text, speech, audio and data analysis.
Full R&D cycle, from problem definition and research to implementation and productization with a high level of autonomy.
In addition, part of the role & responsibilities will be:
Design, develop and implement state-of-the-art Generative models, prompt engineering and classical ML/NLP techniques to create high-quality solutions for demanding product-oriented NLP tasks.
Engage in collaboration with product, account, and customer success teams to establish success criteria and convert them into measurable objectives and quantitative measures.
Conduct training and evaluation of models within practical production scenarios.

we are looking for a NLP Algorithm Developer to join us in research and development of our next-generation automatic sports video content engine. If you are passionate about state-of-the-art NLP and Multimodality AI research we are looking for you!
What youll do:
The teams main focus: NLP & Vision
Research and develop end-to-end real-time solutions for sports content automation using state of the art deep learning algorithms for text, speech, audio and data analysis.
Full R&D cycle, from problem definition and research to implementation and productization with a high level of autonomy.

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.

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.

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.

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

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.

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.

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.