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פורסם ע"י המעסיק
31/03/2024
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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נאספה מאתר אינטרנט
08/04/2024
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
We are looking for exceptional talent to join our algorithm team as a Tech lead.
As a Tech lead, you will be responsible for designing, planning, and leading the POC research in order to improve both our camera outputs - intensity and depth images.
Your Day to Day:
Participating in high-level algorithm pipeline architecture definition/planning
Participating in defining detailed requirements for each algorithmic module
Leading POC research end to end from kickoff, through planning, algo development (guiding researchers / hands-on), and reviewing reports.
Guide and develop various algorithmic blocks in ISP (image signal processing) and Computer Vision domains, based on SWIR images
Continuous tracking of POC through Jira against the plan timeline
Developing and implementing infrastructure in POC pipeline code in Python
Review GIT PR (pull request) of the POC pipeline
Support other teams in terms of performance analysis and algorithm pipeline debugging.
Requirements:
MSc in Electrical Engineering/Computer Engineering or equivalent from a leading academic institution.
5+ years of end-to-end algorithms development experience - research, from POC level to production level, in Image Signal Processing / Computer Vision / Computational geometry / Machine learning fields.
Experience in the field of Deep Learning
2+ years of technical/team leading, including supporting several development tasks simultaneously.
Full proficiency in Python with proven experience
Real-time programming experience - an advantage
Experience in writing algorithmic reports
Fluent in English, both verbal and written.
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
5 ימים
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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הגשת מועמדותהגש מועמדות
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נאספה מאתר אינטרנט
07/04/2024
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
On our journey, we have discovered that building AI that delivers value in the real world, requires much more than just an algorithm - it requires mastering the data layers the algorithms are trained and evaluated on. AI organization, the data development achievements of our group are at the heart of improvements in our AI accuracy and scalability. We are among the few companies paving the way for methodologies and architectural patterns (that don't exist in this field yet) as we go.

Our AI Data Development Group is the data analytics core in our AI algorithms development process, and has several main areas of responsibility:

Mining the optimal data for our datasets, based on a deep understanding of the nuances of medical data, medical workflows, and algorithms.
Evaluating our algorithms performances, in order to maximize their success in real-world environments.
Facilitating data-driven product decisions through in-depth analysis.
Technical project management of the dataset development process.
Responsibilities
End-to-end ownership and technical project management of dataset development projects, for training and evaluation of AI algorithms, from ideation to delivery. This responsibility includes:
The facilitation of the data across various teams.
Detecting errors and anomalies in the data, defining the most efficient and accurate tables and views per project, and researching these issues to verify the quality signature of the dataset, which will have a sound effect on the product outcome.
Developing the optimal data pipeline per project.
Facilitating data-driven product decisions, by deeply understanding the product questions and identifying whether there are cost-effective data analyses that could provide a valuable answer to this question, based on a deep understanding of the relevant clinical workflows and algorithms.
Mapping bottlenecks in existing processes, and leading development of tools, infrastructure, and mechanisms to enhance our efficiency and decision-making processes at all levels.
Continuously assessing the projects risks and successfully mitigating them.
Develop and execute control and review processes for improving the teams quality signature on deliverables.
Requirements:
B.Sc in Engineering or Exact Science (M.Sc. or Ph.D - A major advantage).
Industry experience in hands-on data analysis/science :
Extensive hands-on experience with Python (pandas, numpy, matplotlib) and SQL.
Experience in analytics engineering - Developing data streams using DBT, Airflow and similar tools.
Ability to summarize and visualize complex data and insights.
Experience with presenting data insights to management, for healthy data-driven decision-making processes.
Hands-on experience in developing data analysis tools and methodologies in a R&D/production environment.
An amazing data analyst or scientist, with a proven record of excellence.
Experience with the realm of machine learning algorithms and AI development - A major advantage.
Great communication skills, and ability to create and maintain positive relationships with a diverse set of stakeholders
Problem-solving approach - a team player with the ability to work with stakeholders, translating their needs into requirements, and implementing the right solution.
Experience in project management and/or proven leadership skills.
Strong passion for the medical field.
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
24/03/2024
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
We are looking for a highly motivated, experienced Software Team Lead with strong backend roots to join our R&D team. You will lead and mentor a team of talented backend-oriented full stack engineers, and design and build a resilient system that manages our customers' funds, enabling top-notch consumer-facing applications for hundreds of thousands of users.

You will also work closely with the product and BI teams to constantly improve our service based on a data-driven approach along with direct feedback from our customers. The team is responsible for the core company features - building and maintaining highly available financial services, while taking into account high data integrity and security standards.

What you will get:

Scale and Challenge - Work on a highly available, complex and cloud-native application that is used by millions of customers globally, handling millions of transactions every month.
Getting into the Fintech industry - You will get the opportunity to gain deep knowledge in the Fintech industry including payments, banking systems, fraud, and much more.
Sharpen your management skills - Working with our strong leaders you will have the opportunity to sharpen your skills, such as developing, debugging, monitoring, planning, agile and cross-team collaboration.
Leading a team of A-players - The team you are going to lead consists of strong engineers, hence you will be able to leverage and improve your technical skills as well.
And most important: purpose - Get rewarded by developing a product for real people who brings them one step forward to financial inclusion.
Responsibilities:

Lead a team of skilled software engineers building complex flows and business logic in highly available financial services, while taking into account high data integrity and security standards.
Take responsibility over a widely used product, running initiatives from planning, execution, and monitoring in production, and continuously improve the process, in order to create value for our customers.
Take a hands-on approach, contributing to the code and the product.
Define and track the KPIs of the team.
Work closely with different stakeholders, such as product managers, BI, tech support, finance team, and operations.
Work closely with the product team in order to consistently improve our service based on a data-driven approach as well as direct feedback from our customers.
Drive and maintain high engineering standards, for execution, code quality, and customer satisfaction.
job id:R_100745
Requirements:
8+ years of hands-on experience in building production-grade products
3+ years of experience leading software development teams
Deep knowledge of several programming languages such as Python, Go, Java, Scala (preferably Javascript and Typescript)
Vast hands-on experience and acquired best practices with large-scale systems in production using backend frameworks (preferably Node.js), cloud services (preferably GCP services), and system architectures (both microservices and monolithic)
Hands-on experience and knowledge of frontend frameworks such as Angular, Vue (preferably React or React Native)
Great data processing skills - data warehouse, SQL databases, distributed databases, and performance tuning of data processes
BSc. in computer science/software engineering from a high-end university or comparable experience
People person - being able to lead a team of engineers and mentor them to grow and fulfill their career goals
Proactive mindset, pushing for team and personal excellence
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
11/04/2024
חברה חסויה
Location: Tel Aviv-Yafo
Job Type: Full Time
We are looking for exceptional hands-on data science, machine learning, and algorithms researchers. Our data science group builds well-crafted machine learning systems which are at the core of unique position to prevent online fraud. you will have the opportunity to analyze complex non-stationary data, innovate, acquire, and demonstrate a wide range of skills and expertise in machine learning while maintaining a focus on delivering systems to production and making an impact. If you possess strong analytical ability and the know-how to translate your ideas into reality, we would like to have the chance to talk to you.

What you'll be doing:
Research and develop innovative machine learning projects up to deployment in production.
Lead projects, initiatives, and multidisciplinary task forces in a dynamic business environment.
Mentor other data scientists, influence your teammates' projects, advise colleagues from other disciplines.
Solve complex, unique data science problems that do not have an off-the-shelf solution. Dive deep into complex and multi-dimensional data sets to identify patterns, anomalies, and potential fraud indicators.
Work closely with domain experts and researchers to integrate domain-specific knowledge into our fraud detection models. Collaborate on research projects to explore new approaches and technologies.
Employ a wide range of techniques from data science, machine learning, statistics, probability, algorithms, and whatever is necessary to solve the most crucial problems is facing.
Requirements:
At least 8 years experience working with machine learning, data science, statistical or probabilistic modeling
Experience leading teams, multidisciplinary task forces or large data science projects from initiation to production.
An academic degree in Mathematics, Computer Science, Statistics, Engineering, Physics, or other related discipline, with a GPA of 90+
Proficiency working in Python or another general-purpose programming language
A proven history of achieving excellence, taking ownership, and making meaningful impact
Enjoy solving difficult problems, and great at it
Love working with other people, collaborating, and sharing ideas
Advanced academic degree - an advantage
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 a creative, agile and impact-oriented individual to join our Solutions team! This is a rare opportunity to be on the front line of the Generative AI revolution, as it transitions from research to massive adoption.

As a Solution Architect you will discover and implement solutions to client needs using our developer platform, Studio. This is a hands-on role requiring a strong technical background and excellent interpersonal skills. You will use your technical skills to become an expert on Large Language Models (LLMs) and develop best practices for applying them to real-world problems. Most of your time will be spent working on strategic accounts, collaborating closely with the clients technical and product functions as a trusted advisor. You will be in a unique position to drive business outcomes and impact product development roadmap with insights and ideas you bring back from the field.

ROLE AND RESPONSIBILITIES
Gain an in-depth understanding of client goals and constraints and translate them into technical specifications.
Design effective solutions that meet the customer needs utilizing rich toolkit of models and APIs.
Lead the development of POCs for strategic accounts, working hands-on and orchestrating R&D efforts in other teams as needed.
Collaborate with account executives to drive successful sales processes, working together on accounts as an organic team.
Serve as the technical point of contact for account managers, providing technical expertise to support and expand relationships with existing clients.
Collect data, feedback and insights from your experience with clients to drive continuous improvement of our language models.
Identify challenges and opportunities and communicate them to product functions to guide roadmap decisions.
Develop and maintain a library of demos that showcase capabilities.
Requirements:
B.Sc. in Computer Science, Software Engineering, Electrical Engineering, Mathematics, Physics or similar fields.
2+ years of hands-on industry experience writing production code.
2+ years of experience in consulting or other customer-facing roles.
Proficient in Python development.
Strong team player.
Excellent communication skills in verbal and written English.
Advantage - Experience working with Large Language Models.
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
31/03/2024
Location: Tel Aviv-Yafo
Job Type: Full Time
We are looking for talented security researchers, people who look at the world differently, who explore, "hunt" and live to beat the system and challenge it. People who are in pursuit of outsmarting the malware and overcoming it.
Youll be part of an exceptional research team that will ensure we provide the best detection, protection, and visibility capabilities to our customers at any given time. The team leads the vulnerabilities, exploits and anti-tampering research for all of our security products under all platforms. The team does it by performing in-depth analysis and research of vulnerabilities and exploits, while also being responsible for closing the loop through the development and deployment of detection assets to millions of endpoints across the globe. Youll be working closely with other detection teams to ensure our customers get the best security products they can. Your time will be focus on research and detection & protection assets.
Research
Assessing and evaluating our detection and protection coverage against in the wild vulnerabilities, exploits, and anti-tampering techniques.
Closing the loop by conducting research to discover and implement innovative solutions for these security challenges.
Initiate and propose new features and capabilities, leveraging personal experience and expertise in security research.
Perform strategic long-term research projects that involve deep research of OS internals, new detection techniques, and novel threats.
Continually learn about emerging vulnerabilities, exploits, threats, techniques, and new technologies on a regular basis.
As a security research expert, youll collaborate with many teams to help and support their work using your expertise, knowledge, or research.
Detection And Protection assets
Youll be responsible for developing the new detection content for all of our engines that will improve our detection, protection, and visibility, reaching all of our millions of endpoints across the globe.
Youll be responsible for the quality and accuracy of the deliverables that youll create and be accountable for them.
Youll create, maintain, and improve existing infrastructure and tools that are being used by the team.
You will also be encouraged to write white papers, blogs, and articles (but only if you wish to).
Requirements:
5+ years of security research experience.
Windows Kernel development and/or research.
Good understanding of vulnerabilities and exploits.
Excellent and deep understanding of Windows Internals (both UM and KM) -
Excellent understanding how core system components (Process and Threads, IPC, tracing, Security, Virtual Memory, and more) work behind the scenes.
Ability to perform both offensive and defensive security research
Proven experience (at least 3 years) with code-level malware analysis (statically and dynamically) and reverse engineering (x86/x64).
Experience and familiarity with the malware world, e.g., how the malware operates, techniques, infamous families.
Experienced with analysis tools, such as IDA, WinDBG, SysInternals, and more
Experienced with C, C++, and Python programming.
Independent - capable of learning new topics alone and working independently.
Team player - the job will require you to coordinate and collaborate your work with other entities in the company.
Good understanding of existing EDR, EPP, and AV internals.
Knowledge and/or experience developing bypasses or self-protection mechanisms for EDR, EPP, and AV technologies
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
04/04/2024
Location: Tel Aviv-Yafo
Job Type: Full Time
We are is looking for experienced technologists with a combination of technical depth and excellent interpersonal skills to join the EMEA Prototyping team as Prototype Architect (PA). The PA will join a newly created group of hands-on developers focusing on the Israel market.

The PA will work on multi-week customer prototypes through collaborative projects with developers and solution architects from customers, partners and other stakeholders. A prototype brings technology and business concepts together and is a real technical implementation of a solution to a customer's business challenge. As a PA, you would focus on co-developing solutions on us with customers and enable them to ramp up as builders and take forward the implementation to production.

The ideal candidate for this role should combine hands-on development with solution architecture skills, and demonstrate a good understanding of the company`s services portfolio with experience building solutions following cloud architecture, security and operational best practices. Interest and experience with Generative AI is a plus for this role. The PA is expected to ideate and implement technical architectures addressing customer needs while working closely with specialist resources for domains requiring deep expertise

Key job responsibilities:
- Support the Prototype Engagement Manager in Israel and other local stakeholders in the technical qualification and scoping of new prototype opportunities.
- Lead the design and implementation of prototype architectures addressing customer needs working together with prototyping architects, solution architects and other stakeholders, with focus on Generative AI technologies.
- Deliver 3 to 8 weeks hands-on prototype projects with customers and partners, in agile and collaborative development engagements.
- Drive continuous technical enablement and knowledge transfer to customers and partners involved in prototype engagements.
- Develop and present technical demonstrations to Senior Business and Technical leaders, and document projects as appropriate.
- Proactively collaborate with the wider community such as Solutions Architect, Service and Solution teams to ensure optimal customer outcomes during engagements.
- Proactively develop reusable technical assets from customer engagements and promote within the EMEA and worldwide company`s SA community.
Requirements:
BASIC QUALIFICATIONS:
- Good technical knowledge of cloud services (our services portfolio knowledge is a plus) and implementation best practices, with demonstrable experience in security, infrastructure-as-code, serverless and data domains as well as experience of Generative AI technologies.
- Experience and motivation working in close day to day collaboration with customers developers teams such as devops, data engineering, machine learning developers, software developers; across a wide spectrum of skills and engineering maturity.
- Hands-on programming experience in at least one of the following programming languages: Java, Python, Node.js.

PREFERRED QUALIFICATIONS:
- Experience working with external and internal customers and/or partners to design and implement solutions that are ready for large scale operations.
- Excellent written and verbal communication skills, with the ability to present complex technical information in a clear and concise manner to a variety of audiences.
- Have a passion for exploring the art of the possible and building cloud solutions for a diverse and challenging set of customers. Enjoy keeping your technical knowledge up to date.
- Experience of implementing solutions with us or other major Cloud platform services in business environments such as large and medium sized enterprises, digital native businesses, ISVs, start-ups.
This position is open to all candidates.
 
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עדכון קורות החיים לפני שליחה
עדכון קורות החיים לפני שליחה
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