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Imagry is on the forefront of autonomous vehicle technology, developing cutting-edge solutions that redefine the future of transportation. We're currently seeking a highly skilled Localization Algorithm Engineer to join our dynamic team. This role is essential for enhancing our autonomous vehicle's ability to understand and navigate its environment with high precision. Role Insights: As a Localization Algorithm Engineer, you'll take charge of developing and refining the Ego localization module, crucial for achieving accurate 6 degrees of freedom (DoF) localization. You'll leverage advanced algorithms like Kalman Filter (KF), Extended Kalman Filter (EKF), Bundle Adjustment (BA), Visual Odometry (VO), Visual-Inertial Odometry (VIO), Pose Graph Optimization (PGO), and others, integrating data from various sensors to create a cohesive and accurate positioning solution. Responsibilities:
* Design, develop, and implement sophisticated localization algorithms to accurately determine the vehicle's position and orientation in real-time.
* Employ techniques such as sensor fusion, SLAM (Simultaneous Localization and Mapping), and map-based localization to enhance accuracy and reliability.
* Work closely with the perception and control teams to integrate the localization module with other system components, ensuring seamless vehicle operation.
* Optimize algorithms for real-time performance on embedded systems, with a focus on computational efficiency and scalability.
* Conduct rigorous testing and validation of localization algorithms through simulation and real-world trials.
* Keep abreast of the latest advancements in localization technologies and methodologies, integrating innovative solutions to maintain and enhance system performance.
* Participate in cross-functional team discussions, contributing technical expertise to broader system architecture and design decisions.

we are looking for a Algorithm Developer
RESPONSIBILITIES


Build the algorithms that power our various products and features
Collaborate with product functions to define success criteria and translate them into quantitative measures and objectives
Devise innovative strategies for collecting training and evaluation datasets
End-to-end ownership of the algorithmic components of our products, from design, through implementation and monitoring in production

we are looking for a Algorithm Tech Lead- Big Brains
RESPONSIBILITIES
Use a deep understanding of the state-of-the-art open-source computer vision models to build an extremely high accuracy system for 2D/3D object detection in still images and video, semantic and instance segmentation, high-accuracy object/pixel tracking, visual odometry, and depth estimation.
Leading algorithms projects with multiple algorithms engineers
Map out the long tail of remaining accuracy gaps and close them by in-house training models and leveraging AutoBrains unparalleled domain expertise and proprietary technology.
Improve the accuracy of our system further by leveraging data from additional sensors such as radar and lidar.
Innovative research at this scale does not come from lone wolves - you are expected to be a team player: collaborate well with others, clearly communicate your results, and align your work with the team's goals, while maintaining your self-sufficiency.

We are seeking a dynamic and experienced Head of Algorithms to lead our algorithm development team. The ideal candidate will have a proven track record in designing, developing, and implementing innovative algorithms to address complex challenges in deep learning domains. As a crucial member of our technical leadership, you will play a pivotal role in driving technological advancements and ensuring the success of our projects.

RESPONSIBILITIES
Lead and manage a team of algorithm engineers and data scientists. Define and execute the algorithm development roadmap, aligning it with the companys overall strategy and objectives.
Collaborate with cross-functional teams, including software engineers, data scientists, and product managers, to ensure seamless integration of algorithms into our products and solutions.
Stay abreast of the latest advancements in algorithmic research and implement best practices in algorithm development.
Conduct performance evaluations, provide mentorship, and identify opportunities for professional development within the team.
Oversee the design, development, testing, and optimization of algorithms for Vision AI
Evaluate and select appropriate tools, platforms, and technologies for algorithm development.

we are looking for a Head of Backend Engineering for Machine Learning
RESPONSIBILITIES

Managerial responsibility- Lead, mentor, and manage a team of Senior Backend Software Developers, ensuring alignment and optimal performance.
Coding and development responsibility- Hands-on involvement in the development of Python code in our algorithms pipeline, including building and maintaining machine learning frameworks.
ML model creation and optimization- Create and optimize neural network training models, encompassing ML Ops.
Collaboration with hardware and optimization- Collaborate with machine learning engineers to understand the requirements of the neural network models and the hardware platforms they will run on and provide recommendations for hardware and software optimization
Facilitate collaboration between cross-functional teams, ensuring timely execution.
Coding standards and best practices- Uphold coding standards, quality, and best practices with a hands-on approach.
Continuous learning and implementation- Keep up-to-date with the latest developments in hardware and software for neural network optimization, and implement new techniques as appropriate.

We are looking for a Software Engineer to join our growing team of software experts. In this role, you will build software systems and tools around automotive sensors data. You will develop our next data infrastructure that should handle large-scale data from a sensor suite. This data will provide solid ground for diverse data annotation, analytics, and deep learning needs.
The ideal candidate is experienced in implementing automated pipelines for data services from the ground up, with an excellent understanding of emerging data engineering needs and technologies, both in cloud and on-prem, and knowledge of efficient visual data (images video, lidar, inertial sensors) data exploration and manipulation.

Rail Vision is a multidisciplinary startup headquartered in Ra'anana. We utilize the latest Artificial Intelligence and Electro Optics technologies and develop lifesaving, vision systems for the global railway market. We are looking for an experienced and sharp Algorithm Manager with management experience and a solid understanding in Deep Learning and Computer Vision in order to effectively lead a team of researchers who develop the core networks and algorithms for collision avoidance, utilizing multiple cameras at multiple wavelengths and zoom, multiple corresponding inertial and location hardware. What will you do?
* Leading a team of researchers and communicate with other research teams.
* Developing the next generation algorithms including different CNN architectures, CV algorithms and algorithms that utilize Physics in complex environment.

Advantages:

* Familiar with Electro optics devices (Thermal cameras, lenses, etc.)
* Experience working in multidisciplinary environments
* Experience in the automotive industry

We're looking for a talented Algorithms Developer to join our enthusiastic team for developing the next generation product for the renewable energy evolving world using cutting edge technologies.
If you:
Have vast experience Python development
Experienced with Microservices architecture
Supporting algorithm developers in a large scale distributed system
You have passion for making the world a better place and want to have a key role that impact millions of people.
We're looking for you!
Responsibilities:
Design and implement functional and non-functional requirements
Working closely with Algorithm Developers for implementing a bullet prove, performance efficient and production ready algorithms.
End to end understanding of business requirements for design and develop features that meet product management / customer needs
Coach junior team members and conduct code reviews
Prepare technical documentation.

we are looking foe a Algorithm and Software Manager.
As Algorithm and Software Manager you will:
Manage a group of algorithm and software developers.
Manage software development lifecycle, deliverables, performance, and vision.
Mentor the team and assign them to different projects, tasks and deliveries, oversee the quality of the code.
Recruit new talents and develop the group structure.
Lead the development of advanced, creative, and novel solutions for complex problems in the smart energy domain using machine learning, times series forecasting, mathematical optimization, probability and statistics, hazard analysis, etc.
Lead and take part in defining architecture discussions and the division's technological roadmap and lifecycle.
Manage the balance between delivering to customers within tight deadlines while continue to work on long-term goals.
Work closely with the product team, development managers, the sales team, and the senior management.
Customer-facing from initial sales and until final deliveries. Ready for overseas traveling.
Communicate regularly with the customers and internal overseas teams.
Lead and push forward the company's roadmap for algorithms and analytics.

We are looking for a brilliant and highly motivated Computer Vision Team Lead who is a passionate technological leader, with strong interpersonal and managerial skills.
You will be taking end-to-end responsibility for our Computer Vision domain the team, strategy, roadmap, and execution.
You will work closely with all of our product and development teams to identify, prioritize, and design AI-driven features, and will be in charge of their end-to-end research, development, integration, and deployment at scale.

Were looking for a dynamic AI Data Science Manager whos eager to drive change in our industry as an experienced team leader. Youll use your passion for machine learning and artificial intelligence to push forward innovation around risk and fraud mitigation, deep learning for NLP, and computer vision while enhancing our tech and your team of data scientists.

In this role, youll help shape our team and take on diverse projects to ensure were achieving our most important organizational objectives with machine learning based solutions. If you're a creative, self-starting leader passionate about AI and ready to influence our company's direction, this position is tailor-made for you.

In this role youll
Research and apply advanced solutions to real business problems

Take full responsibility on projects end-to-end from business question all the way to production

Develop models and tools using machine learning, deep learning, and NLP techniques

Apply and inspire the adoption of advanced data science across the business

Lead a team and work independently, understanding business requirements and how they relate to important business KPIs

Work directly with product managers and presenting your work to internal stakeholders

We are looking for a deep learning engineer experienced with computer vision to join our DL algorithms Team.
We are dealing with a variety of tasks such as regression, segmentation, classification and detection while editing millions of images every week for professionals, and holding tens of millions edited images by professionals used as datasets.
Responsibilities:
Design, development and bring to production novel, robust and efficient deep learning algorithms in the field of computer vision.
Create proofs of concept for new products and technology.
Evaluate and benchmark different algorithms for unique, proprietary datasets.
Collaborate with team members to define future technology and features.

We're looking for a talented Algorithms Developer to join our enthusiastic team for developing the next generation product for the renewable energy evolving world using cutting edge technologies. If you:
* Have vast experience Python development
* Experienced with Microservices architecture
* Supporting algorithm developers in a large scale distributed system
* You have passion for making the world a better place and want to have a key role that impact millions of people. We're looking for you!

Responsibilities:

* Design and implement functional and non-functional requirements
* Working closely with Algorithm Developers for implementing a bullet prove, performance efficient and production ready algorithms.
* End to end understanding of business requirements for design and develop features that meet product management / customer needs
* Coach junior team members and conduct code reviews
* Prepare technical documentation

We are looking for a capable and experienced Sr. Computer vision and Algorithms Engineer to join our R&D team. The engineer will work on devising, developing, and integrating novel vision-based algorithms at the heart of our autonomous driving system. This is an opportunity to work on cutting-edge methods, develop and innovate new ideas, and see them deployed on the road in our autonomous vehicles. Responsibilities:
* Designing, training, and optimizing novel computer vision algorithms
* Taking an End-to End responsibility over medium to long-term projects
* Seeing projects through from research to deployment
* Devising and implementing performance metrics
* Supervising complex data pipelines, from the collection stage, through annotation, to training models
* Communicating, presenting, and visualizing results
* Aligning the algorithms with the product needs.