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מיקום המשרה: רחובות ותל אביב יפו
סוג משרה: משרה מלאה
* תמיכה, פתרון תקלות ותחזוקה של מערכות HPC/AI בסביבת מעבדת מחקר
* פריסה וניהול מערכות כולל וירטואליזציה וסביבות אחסון on-prem ובענן
* עבודה בכלי DevOps כמו Ansible, Kubernetes, OpenShift
* הבטחה פרואקטיבית של רמות הזמינות הגבוהות ביותר של מערכות ותשתיות
* תחזוקת תזמון HPC/AI לאיזון אופטימלי של עומסי GPU/CPU
* יצירה וקידום של מדריכים ותיעוד
* עבודה ישירה עם מדענים לפתרון בעיות טכניות
דרישות:
* ניסיון של מעל 2-3 שנים בתחום
* השכלה רלוונטית בתחומי מערכות מידע / הנדסת תוכנה / הנדסת אלקטרוניקה / הנדסת מחשבים
* ניהול מערכות Linux
* ניסיון בחקירה וטיפול בבעיות ביצועים ותקלות מערכתיות מורכבות
* ניסיון עם טכנולוגיית מחשוב עתיר ביצועים, אשכולות חישוב וטכנולוגיית GPU
* ניסיון עם מערכות HPC/AI כולל עבודה עם כלים כגון Slurm/PBS/LSF
* ניסיון עם כלי פיתוח כגון VSCode, Pycharm כולל debug של תוכנות בשפת Python
* ניסיון בעבודה עם טכנולוגיות וירטואליזציה ואורקסטרציה Dockers, Openshift etc
* ניסיון בכתיבת סקריפטים Bash/ Python /Terraform
* ניסיון עם כלי DevOps כמו Ansible, Kubernetes, OpenShift
* ניסיון בעבודה עם כלי Azure DevOps, Git, JFrog artifactory
* נסיון בהקמת Pipelines ו Release pipelines מול שירותי ענן מנוהלים
* שליטת בשפות עברית ואנגלית ברמה גבוהה המשרה מיועדת לנשים ולגברים כאחד.
 
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נאספה מאתר אינטרנט
4 ימים
Location: Tel Aviv-Yafo
Job Type: Full Time
Were looking for the first senior data scientist to join our analytics department. The ideal candidate will have a strong background in data science, artificial intelligence, and advanced analytics.
This role requires a passion for data, excellent problem-solving skills, and the ability to develop and implement AI-driven solutions to solve complex business challenges.
How youll shape the future of B2B sales:
Collaborate closely with the analytics team to develop and implement AI-driven models and analytical solutions.
Analyze large and complex data sets to identify trends, patterns, and insights that drive business decisions.
Develop and maintain machine learning and AI models to support predictive analytics, business forecasting, and other advanced analytical needs.
Create and present detailed reports, visualizations, and dashboards to communicate findings and recommendations to stakeholders.
Conduct exploratory data analysis and identify opportunities for data-driven improvements and innovations.
Work closely with cross-functional teams to gather and interpret data, ensuring alignment with business objectives.
Stay up-to-date with the latest industry trends and advancements in AI and data science.
Mentor and provide guidance to junior data scientists and analysts within the team.
Requirements:
Master's degree or Ph.D. in Data Science, Computer Science, Artificial Intelligence, Statistics, Mathematics, or a related field.
Proven experience (5+ years) as a Data Scientist, with a focus on AI and machine learning
Strong proficiency in programming languages such as Python, SQL
Expertise in machine learning frameworks and libraries
Experience with data visualization tools and software (e.g., Tableau, Looker).
Excellent analytical and problem-solving skills
Strong communication skills, with the ability to present complex information clearly and concisely.
Experience with big data technologies (e.g. Databricks, Snowflake, Spark)
Demonstrated ability to work independently and collaboratively in a team environment.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
עדכון קורות החיים לפני שליחה
עדכון קורות החיים לפני שליחה
7806421
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פורסם ע"י המעסיק
5 ימים
Location: Tel Aviv-Yafo
Job Type: Full Time
The data science and deep learning group is responsible for providing advanced, robust and at scale algorithmic solutions to the challenging and ever evolving cyber threat landscape.
We are expanding the group and looking for a senior applied researcher to join our newly formed research team, focused on expanding our arsenal of Generative AI (GenAI) solutions; applied to malware analysis, explainability, and event correlations; alongside pushing the borders of our existing discriminative malware prediction models in terms of efficacy, robustness and scale. This role offers the opportunity to work on cutting-edge technology and research to enhance cybersecurity as part of a talented group of researchers and engineers. Seeking a resilient, humble, and skillful team player with a relentless "get stuff done" attitude, driven to make impactful changes through methodical research and effective execution.
Office Location:
TLV Office
Region:
Israel
Responsibilities:
* Gain understanding of the unique challenges presented by the cyber-security domain.
* Conduct research and implementation of ML/ DL based solutions for cybersecurity, starting with NLP and Generative AI technologies.
* Collaborate with cross-functional teams to integrate solutions into existing frameworks.
* Own complete feature cycle - from research through solution design to implementation in production
* Participate in code reviews and contribute to the development of best practices within the research team.
* Give oral presentations to both internal and external audiences, and possibly publish research findings in reputable journals.
Requirements:
* M.Sc. / Ph.D. from a leading university in Computer Science, Electrical Engineering, or a related field.
* Minimum 5+ years of experience in AI/algorithm research roles (with at least 2+ years in deep learning).
* Familiarity with state-of-the-art algorithms and models in AI and deep learning, with a passion for staying updated on research advancements.
* Hands-on experience with Large Language Models (LLMs).
* Strong written and verbal communication skills.
* Strong programming skills in Python, and knowledge of professional software engineering practices & best practices for the full software development life cycle (i.e. o.o.d, design patterns, coding standards, code reviews, source control management, build processes, testing, and operations).
* Experience in working with Python and deep learning frameworks such as PyTorch/TensorFlow and other related frameworks as well as data science-related libraries (NumPy, Pandas...)
* Excellent problem-solving skills and the ability to work independently and as part of a team.
* Experience in pushing research from concept to production.
* A great attitude towards pushing novel solutions and continuously improving existing technologies. Advantages:
* Publications in top-tier AI/ML conferences and journals.
* Experience in Retrieval-Augmented Generation (RAG) pipelines.
* Experience with cybersecurity or real-world applications of AI in cybersecurity.
* Experience in working with AWS, unstructured data, binary data and large-scale datasets.
* Experience in working with MLOps/model lifecycle tools.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
עדכון קורות החיים לפני שליחה
עדכון קורות החיים לפני שליחה
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נאספה מאתר אינטרנט
15/07/2024
Location: Tel Aviv-Yafo
Job Type: Full Time
we are seeking a Research Scientist to join the Fundamental AI Research (FAIR) team, a research organization focused on advancing the state-of-the-art in AI. Individuals in this role are expected to be recognized experts in identified research areas such as artificial intelligence, machine learning, computational linguistics, and applied mathematics, particularly including topics such as deep learning, reinforcement learning, representation learning, multimodality, multilingual language models, AI safety, foundations of generative modeling and social implications of AI. The ideal candidate will have a keen interest in producing new science to understand intelligence and technology towards achieving advanced machine intelligence.
Fundamental AI Research Scientist - FAIR Responsibilities
Perform research to advance the science and technology of intelligent machines.
Perform research that enables learning the semantics of data (images, video, text, audio, and other modalities).
Work towards long-term ambitious research goals, while identifying immediate milestones.
Influence progress of relevant research communities by producing publications.
Open source high quality code and produce reproducible research.
Requirements:
A PhD in AI, computer science, data science, or related technical fields.
Experience holding an industry, postdoctoral, faculty, or government researcher position.
Research background in machine learning, artificial intelligence, computational statistics, or applied mathematics, or related areas.
Research publications reflecting experience in theoretical or empirical research.
Must obtain work authorization in country of employment at the time of hire, and maintain ongoing work authorization during employment.
Preferred Qualifications
Research and engineering experience demonstrated via publications, grants, fellowships, patents, internships, work experience, open source code, and / or coding competitions.
First-authored publications at peer-reviewed conferences, such as ICML, NeuRIPS, ICLR, ACL, EMNLP, FacCT, CCS, IEEE S&P, and other similar venues.
Experience solving complex problems and comparing alternative solutions, trade-offs, and diverse points of view.
Experience collaborating in a team environment on research projects.
Experience communicating research findings to public audiences of peers.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
עדכון קורות החיים לפני שליחה
עדכון קורות החיים לפני שליחה
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מודים לך שלקחת חלק בשיפור התוכן שלנו :)
 
נאספה מאתר אינטרנט
15/07/2024
Location: Tel Aviv-Yafo
Job Type: Full Time
we are seeking AI Research Scientists to join fundamental and applied research teams, which are focused on making significant progress in AI. Advances in AI are key to our mission, spanning some of the most pressing research challenges of our generation across such areas as artificial intelligence, machine learning, computational statistics, and applied mathematics, particularly including areas such as deep learning, generative models, reinforcement learning, computer perception, natural language processing and speech. The ideal candidate will have a keen interest in producing new science to understand intelligence and technology to make computers more intelligent, or to work on more applied problems across the company.
AI Research Scientist, Computer Vision Responsibilities
Lead and collaborate on research projects within a globally based team to advance the science and technology of intelligent machines
Lead research that enables learning the semantics of data (images, video, text, audio, speech and other modalities)
Work towards long-term ambitious research goals, while identifying intermediate milestones
Drive team goals & technical direction to pursue opportunities that make your larger organization more efficient
Influence progress of relevant research communities by producing publications
Contribute research that can be applied to product development
Devise better data-driven models of human behavior
Requirements:
Ph.D. and publications in machine learning, AI, computer science, statistics, applied mathematics, data science, or related technical fields
Proven work experience in a university or industry lab(s), in a lead role with primary emphasis on AI research
Experience in theoretical and empirical research and for addressing research problems
Experience communicating research for public audiences of peers
Knowledge in a programming language
Preferred Qualifications
Experience leading a team in solving modeling problems using AI/ML approaches
First-author publications at peer-reviewed AI conferences (e.g. NeurIPS, CVPR, ICML, ICLR, ICCV, ACL, Interspeech and ICASSP)
Experience driving original scholarship in collaboration with a team
Experience in developing and debugging in C/C++, Python, or C#
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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עדכון קורות החיים לפני שליחה
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מודים לך שלקחת חלק בשיפור התוכן שלנו :)
 
נאספה מאתר אינטרנט
12/07/2024
Location: Tel Aviv-Yafo
Job Type: Full Time and Temporary
We are building a single access layer for all visual data allowing users to seamlessly organize, explore, search, and enrich with state-of-the-art AI models vast amounts of unstructured images and videos with ease.
What you will do:
* Contribute to the creation and curation of high-quality visual datasets.
* Research and develop advanced AI algorithms.
* Work on our free project fastdup.
Location: Tel-Aviv, Duration: 3 months
Requirements:
* Strong programming skills in languages such as Python, and familiarity with AI frameworks
* University students or recent graduates in Computer Science, data Science, AI, or related fields.
* Passion for AI, Machine Learning, computer vision, and visual data management and analytics.
* Strong analytical and problem-solving skills.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
עדכון קורות החיים לפני שליחה
עדכון קורות החיים לפני שליחה
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מודים לך שלקחת חלק בשיפור התוכן שלנו :)
 
נאספה מאתר אינטרנט
08/07/2024
Location: Tel Aviv-Yafo
Job Type: Full Time
Thats where you get into the picture. We are on a quest to scale our AI team with individuals who are not only brilliant and passionate but also driven by our mission to reshape the future of mobility. As an AI team lead, you will be at the forefront of this transformative journey, pushing the boundaries of AI and contributing significantly to our cutting-edge projects.

RESPONSIBILITIES
Team Leadership and Development: Guide and nurture a team of AI researchers to cultivate an environment enriched with innovation, collaboration, and outstanding performance.
AI Technology Deployment: Spearhead the swift development and deployment of AI technologies in agile settings, ensuring the on-time delivery of robust, production-grade software.
Excellence in AI Processes: Promote excellence in AI research and engineering processes from model creation and training to testing and deployment, emphasizing scalability, reliability, and effectiveness.
Cross-Team Collaboration: Engage actively with various teams to pinpoint business opportunities and tailor AI-driven solutions that align with customer demands.
Trend Monitoring and Innovation: Remain updated with the latest trends in AI, particularly in the realms of Computer Vision and Vision-Language models, and embed pioneering techniques into our offerings.
Data Utilisation: Transform extensive datasets into powerful, transformative AI applications with significant impacts.
Product Integration: Coordinate with engineering teams to seamlessly integrate AI research into commercial products.
Research Goal Alignment: Work intimately with product and business development teams to gather insights on user and business necessities and convert these into focused research goals.
Requirements:
Advanced degree in Computer Science, Physics, Mathematics, or a related field, with a preference for Ph.D.
Profound knowledge in deep learning, computer vision, generative AI, and algorithm development.
Demonstrable success in leading AI initiatives from concept through to operational deployment in commercial settings, including a minimum of 3 years in a leadership role.
At least 5 years of direct experience in crafting deep learning and computer vision algorithms.
Substantial experience in agile development practices, focused on delivering AI solutions in fast-evolving, dynamic conditions.
Skilled in modern AI programming languages and frameworks, especially Python and PyTorch.
Knowledge of embedded systems and model adaption / porting to constrained environments will be a strong advantage.
Strong analytical skills with a capability to transform business needs into actionable technical strategies.
People skills & traits

Exceptional problem-solving abilities with a zeal for groundbreaking technology and product development.
Excellent interpersonal and communication skills with a proven ability to work effectively as both a team leader and a member.
Proactive Execution: A robust 'get things done' approach.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
עדכון קורות החיים לפני שליחה
עדכון קורות החיים לפני שליחה
7787408
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מודים לך שלקחת חלק בשיפור התוכן שלנו :)
 
נאספה מאתר אינטרנט
01/07/2024
Location: Tel Aviv-Yafo
Job Type: Full Time
We are looking for a Staff-level AI / Machine Learning Researcher who will be directly involved in developing our core technology and ensuring we are always staying ahead of cybercriminals.

What Will You Do?
You'll be part of a team of globally distributed AI engineers and researchers, focused on bringing the most recent advances in machine learning technology to help our customers efficiently discover and defeat threats. We're the team behind products such as PurpleAI (released for general availability in April 2024, see also the latest demo), awarded one of the Top10 hottest cyber products of 2023, and more!
As a ML specialist on the team, you will ideate and create features that will help our engineering teams as well as support our customers by providing better visibility into the health of the endpoints in the field.
You will collaborate across multiple engineering teams to design and build net new capabilities that will be used across industry-leading platform.
As Staff-level engineer, you should be willing and able to inspire others and lead them technically.
As we're extending our team by more new colleagues, your focus may be directed more to either Science side (take functional requirements in ML/AI from ideation to delivery) or Platform side (efficiently deliver models & science systems into production) - depending on your skills, experience & interests.
Requirements:
Masters Degree in any quantitative science or engineering field. Additional or directly relevant experience will be considered in lieu of a degree
7+ years of experience solving complex problems using modern AI/ML techniques
Experience in designing, training and evaluating models
Experience with collecting, building, and tailoring large datasets for training machine learning models
Comfort-level working cross-functionally across both research and product teams
Nice to Haves:

Prior experience leading the development of generative models and their applications
Experience in software engineering and with data structures
Experience with endpoint security or OS concepts
Experience with model parallelism for working with large neural network architectures
First-author publications at peer-reviewed AI conferences
Expertise in natural language processing, especially practical experience developing modern, transformer-based language models
Experience developing complex applications leveraging API-based LLMs
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
עדכון קורות החיים לפני שליחה
עדכון קורות החיים לפני שליחה
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מודים לך שלקחת חלק בשיפור התוכן שלנו :)
 
נאספה מאתר אינטרנט
24/06/2024
Location: Tel Aviv-Yafo
Job Type: Full Time
If you are an innovator at heart and want to rethink the way SOCs do security we are looking for you.
Be a part of the security research group and build our GenAI security module from defining the detection use cases, data and content.
You will be part of an amazing team of researchers, collaborating together to protect our customers in these areas. This is an opportunity to deep dive into a cutting-edge technology combining GenAI and cloud within the worlds leading security company.
Your Impact:
Research new methods to detect targeted attacks operating in and against GenAI services
Stay up to date with APTs, attacker methodologies, and TTPs and make sure we stay on top and a few steps before the attackers
Come up with innovative detectors and data we need to stop attackers
Simulate attacks in the lab and conduct a deep analysis of the behavior
Share with the community blog posts and presentation about new cloud TTPs you found in the wild or had a chance to discover yourself
Join an experienced, diverse and friendly group of researchers and engineers to share and drive innovative ideas
Requirements:
At least 5 years of experience in security research generally
Excellent communication skills - ability to present research results, processes and ideas in a clear and concise manner
Proficient hands-on coding skills (e.g. Python)
Experience with SQL or related query languages
Advantages:
Experience with AI and Machine Learning models, including generative models.
Deep knowledge of cloud computing infrastructure, the major players (AWS, Azure, GCP)
Experience with big data platforms (e.g. GCP)
Experience with XDR/EDR/NDR/CDR products
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
עדכון קורות החיים לפני שליחה
עדכון קורות החיים לפני שליחה
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תודה על שיתוף הפעולה
מודים לך שלקחת חלק בשיפור התוכן שלנו :)
 
נאספה מאתר אינטרנט
24/06/2024
Location: Tel Aviv-Yafo
Job Type: Full Time
If you are an innovator at heart and want to rethink the way SOCs do security we are looking for you. Be a part of the security research group and build our GenAI security module from defining the detection use cases, data and content.
You will be part of an amazing team of researchers, collaborating together to protect our customers in these areas. This is an opportunity to deep dive into a cutting-edge technology combining GenAI and cloud within the worlds leading security company.
Your Impact:
Research new methods to detect targeted attacks operating in and against GenAI services
Stay up to date with APTs, attacker methodologies, and TTPs and make sure we stay on top and a few steps before the attackers
Come up with innovative detectors and data we need to stop attackers
Simulate attacks in the lab and conduct a deep analysis of the behavior
Share with the community blog posts and presentation about new cloud TTPs you found in the wild or had a chance to discover yourself
Join an experienced, diverse and friendly group of researchers and engineers to share and drive innovative ideas
Requirements:
At least 7 years of experience in security research generally
Excellent communication skills - ability to present research results, processes and ideas in a clear and concise manner
Proficient hands-on coding skills (e.g. Python)
Experience with SQL or related query languages
Advantages:
Experience with AI and Machine Learning models, including generative models.
Deep knowledge of cloud computing infrastructure, the major players (AWS, Azure, GCP)
Experience with big data platforms (e.g. GCP)
Experience with XDR/EDR/NDR/CDR products
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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