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פורסם ע"י המעסיק
09/05/2024
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
We're on a mission to redefine vehicle safety and reliability on a global scale. Founded in 2016, we have pioneered the world's first fully automated suite of vehicle inspection systems. At the heart of this innovation lies our advanced AI-driven technology, representing the pinnacle of Machine Learning, GenAI, and computer vision within the automotive sector. With over $200M in funding and strategic partnerships with industry giants such as Amazon, General Motors, Volvo, and CarMax, we stand at the forefront of automotive technological advancement. Our growing global team of over 200 employees is committed to creating a workplace that celebrates diversity and encourages teamwork. Our drive for innovation and pursuit of excellence are deeply Embedded in our vibrant company culture, ensuring that each individual's efforts are recognized and valued as we unite to build a safer automotive world.
We are looking for an experienced Deep Learning team leader with proven capabilities to lead the development of new products from concept to production. In this role, you will be leading a highly talented team, while creating diverse algorithms based on computer vision and deep learning.
A day in the life and how youll make an impact:
* Lead and manage a team of algorithm engineers while Defining and executing the algorithm development roadmap
* Design and develop novel robust and efficient computer vision and deep learning algorithms.
* Combine the proper algorithm method to the problem - computer vision & deep learning respectively.
* Evaluate and benchmark different algorithms on unique proprietary datasets.
* Collaborate with team members to define future technology and features.
* Stay abreast of the latest advancements in algorithmic research and implement best practices in algorithm development
Requirements:
* A Masters or Ph.D. in Computer Science, Engineering, Mathematics, or a related field.
* 5+ years of industry experience in developing and productizing computer vision and deep learning algorithms.
* 3+ years of experience working on major AI vision problems in detection, classification, and segmentation with a proven track record of successfully leading algorithm teams
* Hands-on research and industry experience with a proven track record
* Experience in managing different algorithm team members such as ML & CV developers
* Experience with Major Deep Learning Frameworks (such as PyTorch, TensorFlow, etc.).
* Experience in the fields of: Semi-supervised learning/ Unsupervised learning/ Active learning/ Reinforcement learning/ Radiance fields/ Tracking / Identification / Image Retrieval / Anomaly Detection / Pose Estimation / OCR - Advantage
Attributes
* Comfortable in unexplored territory
* Possess the skill to break down intricate problems into manageable parts, followed by proposing effective and actionable solutions
* Maintain a steadfast focus on delivering not just insights but actionable results that have a measurable impact on the project or the organization
* Good communication skills with a can-do attitude.
* Agility and multitasking, Independent and self-motivated.
* Good time management, task prioritization skills, and accountability.
* Excellent English.

Why us: Pioneer Advanced Solutions: Harness cutting-edge technologies in AI, Machine Learning, and computer vision to revolutionize vehicle inspections. Drive Global Impact: Your innovations will play a crucial role in enhancing automotive safety and reliability, impacting lives and businesses on an international scale. Career Growth Opportunities: Participate in a journey of rapid development, surrounded by groundbreaking advancements and strategic industry partnerships.
This position is open to all candidates.
 
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פורסם ע"י המעסיק
09/05/2024
Location: Haifa
Job Type: Full Time
we are 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.
Requirements:
* MSc or Ph.D. in Electrical and Computer Engineering, Robotics, Computer Science, or related fields, with a strong focus on localization, sensor fusion, or related areas.
* Proven experience in developing and implementing localization algorithms (KF, EKF, BA, VO, VIO, PGO, etc.) for high-precision applications.
* Deep understanding of sensor fusion techniques and experience working with various sensors (IMU, GPS, LiDAR, cameras).
* Strong foundation in mathematical concepts relevant to localization and motion planning (SO3, SE3, linear/non-linear optimization).
* Relevant industry experience in autonomous vehicles or mobile robotics, with a focus on localization systems. Preferred Qualifications:
* Hands-on experience with advanced localization and mapping techniques, including SLAM and sensor fusion models.
* Familiarity with automotive or robotic sensor technologies and their integration for localization purposes.
* Proficiency in C++ programming, with experience in developing efficient, real-time systems.
* Demonstrated ability to work collaboratively in a fast-paced R&D environment, with excellent problem-solving and communication skills.
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
16/04/2024
Location: Tel Aviv-Yafo
Job Type: Full Time
Were seeking a future team member for the role of AI RESEARCHER to join our AI HUB team. This role is located in TEL AVIV, ISRAEL (hybrid).

In this role, youll make an impact in the following ways:
Algorithmic Development and Mathematical Analysis.
Engage in the in-depth study and modification of algorithms that power Large Language Models.
Deep mathematical understanding of natural language processing techniques, model architectures, and optimization strategies is essential for refining or creating more efficient and effective models.
Technology Review and Benchmarking.
Keep abreast of the latest advancements in the Large Language Model landscape by continuously reviewing state-of-the-art technologies and frameworks.
Identify performance bottlenecks and operational limitations in existing systems, offering technological insights that can steer the development of next-generation models.
Conceptual Innovation and Prototyping.
Dedicate efforts to crafting novel methods and algorithms aimed at pushing the boundaries of what Large Language Models can accomplish.
Translate theoretical breakthroughs into testable prototypes, collaborating with engineering teams to evaluate their real-world applicability and scalability.
Requirements:
To be successful in this role, were seeking the following:
Ph.D. in Computer Science, Computational Linguistics, or a related field, with a specialization in natural language processing (NLP), machine learning, or a specific focus on Large Language Models.
Optional but highly desirable: Postdoctoral research experience or industry research experience in the area of Large Language Models or closely related fields.
Significant years of research experience in the field of natural language processing, machine learning, or data science, with at experience specifically focused on Large Language Models.
Experience in utilizing a range of machine learning frameworks and tools, such as TensorFlow, PyTorch, or similar, for the development and testing of language models.
Proven ability to collaborate effectively with multidisciplinary teams, including data scientists, engineers, and product managers, in bringing research concepts to prototype or production stages.
Familiarity with current ethical considerations related to Large Language Models, including issues of fairness, transparency, and bias.
This position is open to all candidates.
 
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פורסם ע"י המעסיק
09/05/2024
Location: Haifa
Job Type: Full Time
We are looking for a capable and experienced Sr. 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. In this role, you will be leading the development of our next-generation object-tracking technology, which will have a significant impact on the performance of our autonomous driving technology. To accomplish this, you'll need to combine your expertise in multiple fields, including computer vision, physics, signal processing, and mathematics. You will solve challenging problems in multi-object tracking by using state-of-the-art algorithms. Responsibilities:
* Leading the development of the new tracking technology.
* 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.
Requirements:
* M.Sc. or equivalent work track experience in CS, EE, Physics, or other quantitative field from a leading university. Ph.D. – Advantage
* A proven track record of at least 3 years hands-on experience in developing multi-object tracking algorithms, including tracking dynamic objects.
* Knowledge of state-of-the-art multi-object tracking algorithms and techniques used by the industry.
* In-depth understanding of Kalman filter and its applications for multi-object-tracking.
* Experience using neural networks.
* Proficiency in C++ and Python.
* Knowledge in Signal processing and estimation theory.
* Strong mathematical aptitude, with emphasis on probability, linear algebra, vector algebra, and geometry.
* Experience in conducting long-term development and/or research projects, in either academia or industry
* Proficiency in English, both written and spoken.
* Availability for a full-time position from Imagry’s office HQ in Haifa Skills that are considered an advantage:
* Experience/knowledge in computer vision and image manipulation algorithms – big advantage
* Knowledge and experience in deep learning
* Hands-on experience with deep learning frameworks such as PyTorch
* Relevant experience in the autonomous driving industry or associated domains.
* Publications in top-tier journals or conferences on algorithms, computer vision, or deep learning.
* Experience with Linux.
* Source control with git.
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
15/04/2024
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
We are looking for experienced, creative and impact-oriented Algorithm Developers to join our team!

As an Algorithm Developer you will be responsible for building the algorithms powering our platform and our consumer applications (Wordtune Suite). You will be part of a multi-disciplinary team that also includes engineers and product professionals, all working together to bring our products to life.

You will take part in the full life cycle of our development process, deeply understand the problem we are solving, come up with algorithmic approaches for solving these problems, devise strategies for collecting necessary training data, train and evaluate large language models and other machine learning models and also be in charge of deploying these solutions in production.

ROLE AND RESPONSIBILITIES
Build the algorithms that power our various products
Develop production-grade solutions to challenging product-driven NLP tasks by combining deep language models, classical ML/NLP and algorithms
Collaborate with product, sales and customer success teams to define success criteria and translate them into quantitative measures and objectives
Devise innovative strategies for collecting training and evaluation data
Train and evaluate models in realistic production scenarios
End-to-end ownership of the algorithmic components of our products, from design, through implementation and monitoring in production
Requirements:
Independence and resourcefulness, ability to come up with innovative solutions and evaluate them quickly
2+ years of hands-on industry experience in Machine Learning/Deep Learning (utilizing standard frameworks such as TensorFlow, PyTorch, Hugging Face, etc...)
Experience writing production-grade code
M.Sc. in Computer Science, Software Engineering, Electrical Engineering, Mathematics, Physics or equivalent research experience
Understanding of Machine Learning and Deep Learning fundamentals
Proficient in Python development
Proficient in data exploration, manipulation and visualization
Advantage for practical NLP experience
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
24/04/2024
Location: Tel Aviv-Yafo
Job Type: Full Time
As a senior computer vision engineer, you will be part of an elite group in the field of AI microscopy and hematology. Our computer vision team is responsible for solving the most challenging tasks in microscopy image analysis. You and your colleagues will research and develop new AI models to analyze thousands of cells, build new infrastructure for on-premise inference, and collect vast labeled data to provide a clinical-grade solution that runs in real time.

Your responsibilities will include:

Continually bringing new knowledge, experience, ideas, and best practices to the team
Implementing AI based on classic computer vision and deep learning, writing clear and efficient code in Python for smooth productization
Continually improving the teams internal research methods and tools
Supporting team members with their research
Take part in defining team data needs
Collaborating with physics, software, and data teams
Requirements:
5+ years experience in a similar role in the industry
Mathematics background and understanding of deep learning networks
Experience with PyTorch and/or TensorFlow
Excellent Python programming skills
Ability to clearly analyze computer vision challenges and to collaborate with a team of experts to create cutting-edge solutions in classic computer vision and machine learning/deep learning
B.Sc. in math, physics, electrical engineering, computer science or similar; M.Sc. is strongly preferred, specifically with a computer vision theoretical background
This position is open to all candidates.
 
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פורסם ע"י המעסיק
09/05/2024
חברה חסויה
Location: Haifa
Job Type: Full Time
Are you someone who loves to lead and create new things?
We're searching for a Generative AI Group Leader to join us.
If you're great at both leading a team and doing technical research and problem solving, this is the perfect role for you.
You'll be at the forefront of our data science team, helping us develop cool new generative AI algorithms. Plus, you'll be leading the way in building a collaborative team culture to reach new innovative goals.
Key Responsibilities:
* Set a vision for generative AI research and development that aligns with company objectives
* Lead cutting-edge generative AI research initiatives
* Grow, mentor and inspire the data science team, while attracting and nurturing talents
* Manage and collaborate on AI projects from conception to deployment, emphasizing teamwork in research and development
* Oversee the research aspects of deep learning generative AI model development, ensuring excellence in algorithmic problem solving
Requirements:
* Master's degree in Computer Science, Statistics, Mathematics, or related field, or equivalent professional experience.
* At least 5 years of experience in Deep learning AI, with a strong foundation in research.
* Minimum of 3 years of leadership experience of ML/ data Science team.
* Proficiency in data structures, data modeling.
* Extensive knowledge of mathematics, statistics, probability theory, and algorithms.
* Exceptional leadership skills, with a track record of developing high-performing teams.
* Strong communication skills, able to effectively convey complex AI concepts to a variety of audiences.
This position is open to all candidates.
 
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פורסם ע"י המעסיק
2 ימים
Location: Tel Aviv-Yafo
Job Type: Full Time
At UVeye, we're on a mission to redefine vehicle safety and reliability on a global scale. Founded in 2016, we have pioneered the world's first fully automated suite of vehicle inspection systems. At the heart of this innovation lies our advanced AI-driven technology, representing the pinnacle of machine learning, GenAI, and computer vision within the automotive sector. With over $200M in funding and strategic partnerships with industry giants such as Amazon, General Motors, Volvo, and CarMax, UVeye stands at the forefront of automotive technological advancement. Our growing global team of over 200 employees is committed to creating a workplace that celebrates diversity and encourages teamwork. Our drive for innovation and pursuit of excellence are deeply embedded in our vibrant company culture, ensuring that each individual's efforts are recognized and valued as we unite to build a safer automotive world.
We are looking for an experienced Senior Deep Learning Algorithm Engineer with proven capabilities to lead the development of new products from concept to production.
A day in the life and how you’ll make an impact: Design and development of novel and efficient computer vision and deep learning algorithms from concept to production
* Create proof of concept for new products and technologies
* Evaluate and benchmark different algorithms on unique proprietary datasets
* Collaborate with team members to define future technology and features
* Stay updated on the latest advancements in DL research and implement best practices in DL development
Requirements:
* MS.c. in CS, EE, or related field
* 5+ years of industry experience in the development and productization of deep learning algorithms
* Hands-on research and industry experience with a proven track record
* Experience with major deep learning frameworks (such as PyTorch, TensorFlow, etc.)
* Full proficiency in Python
Attributes:
* Comfortable in unexplored territory
* Possess the skill to break down intricate problems into manageable parts, followed by proposing effective and actionable solutions
* Good communication skills with a can-do attitude
* Agility and multitasking, Independent and self-motivated
* Good time management, task prioritization skills, and accountability

Why UVeye: Pioneer Advanced Solutions: Harness cutting-edge technologies in AI, machine learning, and computer vision to revolutionize vehicle inspections. Drive Global Impact: Your innovations will play a crucial role in enhancing automotive safety and reliability, impacting lives and businesses on an international scale. Career Growth Opportunities: Participate in a journey of rapid development, surrounded by groundbreaking advancements and strategic industry partnerships.
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
09/05/2024
חברה חסויה
Location: Haifa
Job Type: Full Time
we are looking for a Senior Engineer - Camera
As a leading technology innovator, we pushes the boundaries of what's possible to enable next-generation experiences and drives digital transformation to help create a smarter, connected future for all. As a ourSystems Engineer, you will research, design, develop, simulate, and/or validate systems-level software, hardware, architecture, algorithms, and solutions that enables the development of cutting-edge technology. ourSystems Engineers collaborate across functional teams to meet and exceed system-level requirements and standards.
Requirements:
Bachelor's degree in Engineering, Information Systems, Computer Science, or related field and 2+ years of Systems Engineering or related work experience.
OR
Master's degree in Engineering, Information Systems, Computer Science, or related field and 1+ year of Systems Engineering or related work experience.
OR
PhD in Engineering, Information Systems, Computer Science, or related field.
Primary Function:

Develop and implement innovative algorithms and architectures for video processing and computational photography.

Define flows utilizing multitude of imaging and auxiliary sensors to provide best-in-class video processing solutions for digital cameras.

Define novel HW modules for improved performance of video processing and computational photography solutions.

Required qualifications:

Energetic and proactive

Excellent communication and interaction skills

Capable of leading, directing and collaborating between multidisciplinary teams

Independent and capable of self-study

Knowhow and interest in image processing / video processing / computer vision

Good knowledge and experience in programming: C/C++, Python and MATLAB

4+ years of experience with image and video processing or related field

Knowhow and experience in SoC, HW architecture and HW/SW system flows - advantage

Knowhow in depth estimation, depth processing and related applications - advantage

Knowhow in machine learning / deep learning / artificial intelligence - advantage

Preferred Formal Education:

BSc in Electrical Engineering or Computer Science or related field

MSc or PhD in the field of image processing / computer vision advantage
This position is open to all candidates.
 
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פורסם ע"י המעסיק
2 ימים
חברה חסויה
Location: Netanya
Job Type: Full Time
looking for a Senior Algorithm Developer with a deep knowledge in graph-theory and other optimization algorithms, and a vast hands-on experience in algorithm development, POCs and production code development. A Senior Algorithm developer who has broad experience and knowledge about optimization with a specific focus on optimization techniques, search algorithms, and integer programming.

The transportation world is full of opportunities for innovative algorithms and software products to cover anything from routing and planning to scheduling and dispatching. Real-world transportation scenarios have a huge scale and need top-notch algorithm developers to handle algorithms, optimization and heuristics. Join us and collaborate with the remote Tel Aviv, Berlin and Spain team!

Responsibilities
Algorithm research, design and development
Improve existing algorithms, for better runtime and scale
Solving most difficult and complicated problems with the highest research, academic, and business impact
Requirements:
5+ years of algorithms research and development experience in Python and C++
Vast knowledge of graph data structures and algorithms
Experience in developing and implementing high end algorithms that make a real impact on quality, performance and business metrics
Production grade programming
Excellent communication and interpersonal skills
M.Sc degree in Math, Physics, Computer Science or related

It will be great if you have:
Experience with other optimization algorithms as Linear/Integer programming (Discrete and Continuous)
Experience with search algorithms and heuristics
Advanced integer programming techniques such as column generation, lagrangian relaxations, etc.
Hands-on experience with optimization solvers for integer programming, such as Cplex, Gurobi, FICO
This position is open to all candidates.
 
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