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נאספה מאתר אינטרנט
13/05/2024
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
We are looking for a Senior Applied Scientist to embark on our journey to build a Prime Video Sports tech team in Israel from ground up. Our team will focus on developing products to allow for personalizing the customers experience and providing them real-time insights and revolutionary experiences using Computer Vision (CV) and Machine Learning (ML). You will get a chance to work on greenfield, cutting-edge and large-scale engineering and science projects, and a rare opportunity to be one of the founders of the Israel Prime Video Sports tech team in Israel.

Key job responsibilities:
We are looking for a Senior Applied Scientist with domain expertise in Computer Vision or Recommendation Systems to lead development of new algorithms and E2E solutions. You will be part of a team of applied scientists and software development engineers responsible for research, design, development and deployment of algorithms into production pipelines. As a technologist, you will also drive publications of original work in top-tier conferences in Computer Vision and Machine Learning. You will be expected to deal with ambiguity! We're looking for someone with outstanding analytical abilities and someone comfortable working with cross-functional teams and systems. You must be a self-starter and be able to learn on the go.
Requirements:
BASIC QUALIFICATIONS
- PhD or Master plus experience in Computer Science, Machine Learning or related field.
- Coding and design skills, proficiency with programming languages such as C/C++, Java, or Python.
- Strong CS fundamentals in data structures, problem solving, algorithm design and complexity analysis.

PREFERRED QUALIFICATIONS:
- Significant peer-reviewed scientific contributions in premier journals and conferences.
- Experience in building production grade deep learning models for computer vision, recommendation systems, or related fields.
- Experience with defining research and development practices in an applied environment.
- Solid knowledge of big data and cloud technologies (e.g., Spark, etc.).
- Scientific thinking and the ability to invent, a track record of thought leadership and contributions that have advanced the field.
- Track record in creating novel algorithms and advancing the state of the art
- Technical writing and cross discipline collaboration skills.
- Background in classical CV algorithms is a plus.
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
20/05/2024
חברה חסויה
Location: Netanya
Job Type: Full Time
We are looking for an Algorithms Engineer who will handle the design and implementation of the automotive imaging radar Algorithms stack.
What will you do?
Be part of the team that defines and scales up our radar high performance algorithms and make them meet the ADAS and Autonomous Vehicles standards and beyond
Consistently improve our radar performance
Design, develop and implement Radar data analysis methodology
Be a knowledge source for automotive radar KPIs
Work closely with different stakeholders that include external customers and internal interfaces like SW, HW, and others.
Requirements:
MSc/ PhD in Electrical Engineering, Computer Science or related fields
More than 5 years experience in Algo research and development
Proven experience in independent research work
Proven track record in delivery on schedule
Fast and self-learning, self-directed and motivated capabilities
Readiness to work in a challenging start-up environment
A team player
Preferred Qualifications:
Familiarity with radar algorithms and system, especially in the automotive field
Hands-on experience implementing, validating, and testing complex algorithms.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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נאספה מאתר אינטרנט
13/05/2024
Location: Tel Aviv-Yafo
Job Type: Full Time
We are looking for a Machine Learning Engineer to join our team as a Technical Lead. The Technical Lead will be integral to the data science feature development process, working with data engineering.
You will design machine learning pipelines, apply algorithms to generate predictions, tackle data set challenges, and develop the first-ever, real-time corporate credit score platform.
This isn't just another job; you'll be a key part of an exciting, experienced team in a fast-paced environment. This position does not involve managerial duties but rather entails leading technically.
You will:
Architect and engineer prompts for various AI models, including LLMs, to generate accurate and actionable outputs for security automation tasks.
Build forecasting/prediction models from scratch (POC) to production-ready
Work closely in aligning the product, research, and development teams in crafting the product, increasing product effectiveness
Collaborative mindset to improve the AI team, communicate with stakeholders, and shape research vision.
Take a critical role in the research process for finding the best market solutions for defined business problems
Guide the R&D team and product teams
Requirements:
5+ years of hands-on experience in engineering with Python
Strong analytical and problem-solving skills to navigate the complexities of AI and LLM integration - A must.
Degree in Computer Science, Physics, Mathematics, or equivalent experience
Profound analytical skills and true love for data
PhD/MSc in exact sciences - an advantage
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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נאספה מאתר אינטרנט
28/04/2024
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time and Hybrid work
We are looking for a Machine Learning Engineer to join our Data Science group.
We are a fast-growing company that is building a multi-product platform for eCommerce brands, and the Data Science group is at the heart of our innovative solutions.
Our group works on fundamental challenges within the eCommerce space which span a variety of domains, such as Machine Learning, Deep Learning, NLP, Generative AI, Reinforcement Learning, Recommendation Systems, Computer Vision and more.
You will:
Build data pipelines & large scale solutions based on ML models.
Work with big data technologies (e.g., AWS, spark, airflow, k8s), ML technologies (e.g., pytorch, keras, mlflow) and software engineering technologies (e.g., git, docker, jenkins).
Collaborate with highly experienced developers and researchers.
Constantly learn new stuff.
Requirements:
B.Sc. / M.Sc. in Computer Science.
0-2 years of experience in software development preferably as an ML engineer, big data developer or backend developer.
At least 1 year of experience developing in python including academic experience such as a final project, advanced courses, student positions etc.
Outstanding achievements in fundamental computer science courses Data Structures, Algorithms, Systems Programming, Object Oriented Programming.
Fast learner.
Significant Advantages:
Experience working with a cloud technology stack (e.g., AWS, Azure).
Academic background or professional experience in big data development (e.g., databases, distributed systems).
Significant project in machine learning or big data development.
Academic background in Machine Learning or related topics.
Experience with Spark or SQL.
Advantages:
High GPA (90+).
Experience working with git.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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נאספה מאתר אינטרנט
12/05/2024
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
We are seeking a talented and experienced Data and ML Engineer, youll be leading the ML infrastructure and data processing R&D effort, taking a pivotal part in developing our proprietary machine learning-based perception and navigation algorithms.

In this position, you will report to the AI Team Lead and play a key role in a fast-growing team with significant impact and potential for professional and personal growth.

Responsibilities - what you will be doing

Design, build, and manage the data processing pipelines and solutions used for training and testing of AI algorithms
Collaborate closely with perception and navigation R&D team members to implement machine learning algorithms and models tailored for high-accuracy offline execution, later to be used for automatic labeling and semi-supervised training
Profiling, analyzing, and benchmarking of models to identify areas for improvement in terms of efficiency, and accuracy emphasizing aspects of real-time performance on embedded platforms
Stay up to date with the latest advancements in deep learning foundation models and ML algorithms, data management solutions, and cloud computing advancements
Collaborate with the data management and cloud teams to guide and build a unified data management solution based on multi-sensors and our various data sources
Requirements:
BSc in Computer Science or Software Engineering or equivalent degree
Solid background in cloud-based workflows, acquaintance with existing data management and infrastructure frameworks, and understanding of tradeoffs and limitations of different solutions
Proficiency in Python programming, experience working with relevant deep learning and data processing libraries (Pytorch /TensorFlow, Pandas)
Proven experience with designing and building pipelines for Machine Learning projects based on the implementation of SOTA algorithms
Advantages this will bring you to our front-row

Expertise in one or more perception-related aspects of computer vision are a large advantage (SLAM, sensor fusion, intrinsic/extrinsic calibration, 3D reconstruction, etc.
Experience with C++ and ROS programming
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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פורסם ע"י המעסיק
09/05/2024
חברה חסויה
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 Deep Learning Team and Computer Vision 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 you’ll make an impact:
* Lead a team of algorithm/DL engineers developing novel and efficient computer vision and deep learning algorithms from concept to production
* 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 Master’s 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 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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פורסם ע"י המעסיק
21/05/2024
חברה חסויה
Location: Jerusalem
Job Type: Full Time
We are The Data Science team, focused on Risk Management, our work is centered around compliance and due diligence, specifically Fair Lending and Anti Money Laundering by unmasking the bad guys and solving problems. Our team is working with vital analytics to ensure we are within the guidelines for banking regulations, managing the bank's exposure to loss and risk. Our team uses SAS, Python and various machine learning models to provide on-demand analysis. You will Manage a team that will design, develop, and implement predictive models, machine learning algorithms, and statistical techniques to assess fair lending risks and detect potential instances of discrimination Analyze large datasets and identify patterns, trends, and potential areas of concern related to Fair Lending practices Utilize advanced statistical methods to evaluate model performance, including model calibration, validation, and interpretation of results Collaborate with cross-functional teams to understand business requirements and develop data-driven solutions for Fair Lending compliance Develop and maintain of scalable data pipelines, data models, and analytical tools to support fair lending analysis and reporting activities Be committed to diversity, equity, and inclusion, with a passion for promoting fairness and equality in lending practices This position reports to the Fair Lending Data Science Manager
You have
* 5+ years of experience in data analysis, statistical modeling, and predictive analytics within the financial services industry, preferably in Fair Lending or credit decisioning - Must
* Bachelor's degree in Statistics, Mathematics, Data Science, Economics, or a quantitative field. - Must ( Advance degree an advantage) Proficient in Hebrew and English both written and verbal, sufficient for achieving consensus and success in a remote and largely asynchronous work environment - Must
* Strong knowledge of advanced analytics and machine learning techniques such as regression and classification algorithms including linear and logistic regression, k-nearest neighbors, support vector machines (SVMs) and other techniques
* Experience working with cloud-based data platforms and technologies such as AWS and Sagemaker for scalable data analytics and machine learning
* Strong technical proficiency in data science tools and programming languages such as Python, R, SQL , with experience in developing predictive models and machine learning algorithms
* Experience working with large-scale datasets
* Ability to communicate findings and recommendations to stakeholders
* Strong problem-solving skills while paying attention to detail
* Strong project management skills, with the ability to manage multiple projects, prioritize tasks, and meet deadlines in a fast-paced, dynamic environment
* Ability to facilitate collaboration to achieve project goals A Bonus
* 2+ years of experience in a leadership or management role an advantage
* Familiarity with Fair Lending regulations such as the Equal Credit Opportunity Act (ECOA), Fair Housing Act (FHA), and Home Mortgage Disclosure Act (HMDA) preferred
* Experience in Fair Lending analytics preferred
* Knowledge of regulatory compliance frameworks and industry guidelines for fair lending risk management an advantage
* Experience with machine learning techniques, such as decision trees, random forests, or gradient boosting an advantage
* Experience with data visualization tools such as Tableau, Power BI an advantage Why join us Cross River Technologies develops software infrastructure for the fintech industry. Providing innovative technological solutions for various financial services, including payments, credit cards, and loans. Globally, Cross River has 900 employees, 170 of whom are based in the R&D center at the Jerusalem offices. We offer a wide range of wellness benefits including ong
Requirements:
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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נאספה מאתר אינטרנט
13/05/2024
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
We are looking for an Applied Scientist to embark on our journey to build a Prime Video Sports tech team in Israel from ground up. Our team will focus on developing products to allow for personalizing the customers experience and providing them real-time insights and revolutionary experiences using Computer Vision (CV) and Machine Learning (ML). You will get a chance to work on greenfield, cutting-edge and large-scale engineering and science projects, and a rare opportunity to be one of the founders of the Israel Prime Video Sports tech team in Israel.

Key job responsibilities:
We are looking for an Applied Scientist with domain expertise in Computer Vision or Recommendation Systems to lead development of new algorithms and E2E solutions. You will be part of a team of applied scientists and software development engineers responsible for research, design, development and deployment of algorithms into production pipelines. As a technologist, you will also drive publications of original work in top-tier conferences in Computer Vision and Machine Learning. You will be expected to deal with ambiguity! We're looking for someone with outstanding analytical abilities and someone comfortable working with cross-functional teams and systems. You must be a self-starter and be able to learn on the go.
Requirements:
BASIC QUALIFICATIONS:
- Master's degree in engineering, technology, computer science, machine learning, robotics, operations research, statistics, mathematics or equivalent quantitative field.
- Experience programming with at least one modern language such as Java, C++, or C# including object-oriented design.

PREFERRED QUALIFICATIONS:
- PhD in engineering, technology, computer science, machine learning, robotics, operations research, statistics, mathematics or equivalent quantitative field.
- Significant peer-reviewed scientific contributions in premier journals and conferences.
- Experience in building production grade deep learning models for computer vision, recommendation systems, or related fields.
- Experience with defining research and development practices in an applied environment.
- Solid knowledge of big data and cloud technologies (e.g., Spark, AWS, etc.).
- Scientific thinking and the ability to invent, a track record of thought leadership and contributions that have advanced the field.
- Track record in creating novel algorithms and advancing the state of the art Technical writing, verbal communication, and cross discipline collaboration skills.
- Background in classical CV algorithms is a plus.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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7720151
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פורסם ע"י המעסיק
15/05/2024
חברה חסויה
Location: Netanya
Job Type: Full Time
We are looking for an algo group manager to lead our Algo Team with a strong focus on optimization and machine learning. A manager who has vast hands-on experience and a deep knowledge of optimization with a specific focus on optimization techniques, heuristics,search algorithms and integer programming while also having experience leading research teams.

We are accepting candidates for positions in Israel and Europe.

Responsibilities
This position is part of the R&D management team, reporting to the VP of R&D and will work closely with the CTO & co-founder. You will lead the group efforts for products and clients, working on public transport operation products; and will manage multiple algo teams striving to improve delivery, processes and velocity. As a Senior Manager you will lead our world-class talented team and lead engineering processes while delivering a high-quality product with a focus on business impact. Your organization will consist of a group of Team Leads, Algo Developers and Software Engineers.
Requirements:
3+ years of managing algo development teams
Strong background in mathematical programming, linear and integer programming in particular.
Experience in implementing high-performance linear and integer algorithms.
Significant experience of production grade programming especially programming in Python and C++.
At least 5 years of experience in the field of mathematical programming.
Ph.D/M.Sc degree in Operations Research, Math, Computer Science or related.
Knowledge of machine learning techniques.

Preferred
Knowledge in techniques such as column generation, lagrangian relaxations, etc.
Up to date with published research within the field of mathematical programming and related.
Experience with commercial optimization solvers for integer programming, such as FICO, CPLEX, Gurobi.
Practical experience with statistical performance evaluation of code, i.e., benchmarking.
Application specific knowledge of vehicle routing, crew scheduling and rostering.Experience in the field of search algorithms and heuristics.
Experience in developing over cloud services (AWS, Azure, GCP)
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 :)
 
נאספה מאתר אינטרנט
20/05/2024
חברה חסויה
Location: Netanya
Job Type: Full Time
We are looking for an Algorithms Manager who will lead the design and implementation of the automotive imaging radar Algorithms stack.
What will you do?
Lead the team which defines and scales up our radar high performance algorithms and make them meet the ADAS and Autonomous Vehicles standards and beyond
Drive and consistently improve our radar performance
Identify key areas of Next Generation improvements, recommend research directions and system solutions
Design, develop and implement Radar data analysis methodology
Be a knowledge source for automotive radar KPIs
Work closely with different stakeholders that include external customers and internal interfaces like SW, HW, and others.
Requirements:
MSc/ PhD in Electrical Engineering, Computer Science or related fields
More than 5 years experience in Algo research and development
At least 5 years experience in leading an algorithm team
Proven experience in independent research work
Proven track record in delivery on schedule
Fast and self-learning, self-directed and motivated capabilities
Readiness to work in a challenging start-up environment
A team player
Preferred Qualifications:
Familiarity with radar algorithms and system, especially in the automotive field
Hands-on experience implementing, validating, and testing complex algorithms.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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