דרושים » אלגוריתמים » DLP Next - Data Scientist

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לפני 16 שעות
Check Point
Location: Tel Aviv-Yafo
Job Type: Full Time and Hybrid work
Why Join Us?
We are looking for a strong, hands-on Data Scientist to join our Data Loss Prevention team.

In this role, you will join an R&D team that researches, designs, and develops Check Points data loss prevention cloud services, providing state-of-the-art AI-based data loss prevention solutions on a global scale.

Check Point's data loss prevention solution is a platform used by all Check Point products, including Network Security, Email Security, SASE, Endpoint, SaaS, and Cloud Security.

In today's AI-driven world, data is an invaluable asset, and safeguarding it is paramount.

This role offers a unique opportunity to leverage extensive data collections and deliver transformative results in the Data Loss Prevention domain.

Key Responsibilities


Join the research and development of new innovative capabilities for data loss prevention, involving advanced AI and algorithms.
Quickly iterate on design approaches based on data-driven research and user feedback.
Design and develop novel data-driven solutions that have the potential to deliver game-changing results involving advanced AI and algorithms.
Utilize Natural Language Processing (NLP) and large language models to enhance data loss prevention capabilities.
Work on web content categorization as part of the broader scope of data protection.
Collaborate with Cyber Researchers, Analysts, Fellow programmers, and Data Scientists to deliver machine learning and analytics solutions.
Push the solutions all the way to large-scale production systems. Understand the architectural constraints of such systems and work with a cross-organizational engineering and product team to quickly transition from prototype to a scalable robust implementation.
Requirements:
At least 3-4 years of relevant experience and track record in Data Science: Machine Learning, Deep Learning, and Statistical Data Analysis.
Proven experience in developing and deploying production-level models within enterprise environments.
MSc or PhD degree in CS or Mathematics, Bioinformatics, Statistics, Engineering, Physics, or similar discipline.
Strong hands-on experience in Python with a focus on statistical algorithms development.
Experience with data science libraries such as: sklearn, pandas, numpy, pytorch/tensorflow.
Team player, able to work in collaboration with subject matter experts, with the ability to clearly present and communicate findings.
Proven ability to build and deliver data solutions in a short time frame.
Experience with AWS, Docker, and development methodologies - an advantage.
Active Github, Kaggle member an advantage.
Background in data loss prevention or related fields an advantage.
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לפני 16 שעות
Check Point
Location: Tel Aviv-Yafo
Job Type: Full Time and Hybrid work
We are looking for a strong, hands-on Data Scientist to join a cutting-edge AI and cyber security initiative at Check Point.
In this role, youll be part of a growing data science team working on advanced prevention technologies, leveraging vast amounts of data and state-of-the-art machine learning techniques to help protect users on a global scale.
This is a unique opportunity to join a high-impact, research-driven environment, where you will have the chance to shape core components of a next-generation security solution.

Key Responsibilities
Research and develop innovative AI-powered capabilities for cyber threat prevention.
Rapidly prototype and iterate based on data insights and user feedback.
Design and build data-driven solutions with a strong emphasis on practical impact and performance.
Collaborate closely with cyber researchers, analysts, and engineers to deliver production-grade machine learning models.
Work across organizational boundaries to bring solutions from concept to large-scale deployment, considering system constraints and integration challenges.
Requirements:
At least 4+ years of relevant experience and track record in Data Science: Machine Learning, Deep Learning and Statistical Data Analysis.
MSc or PhD degree in CS or Mathematics, Bioinformatics, Statistics, Engineering, Physics or similar discipline.
Strong hands-on experience in Python with the focus being on statistical algorithms development.
Experience with data science libraries such as: sklearn, pandas, numpy, pytorch/tensorflow
Team player, able to work in collaboration with subject matter experts, with ability to clearly present and communicate findings.
Proven ability to build and deliver data solutions in a short time frame.
Experience with AWS, docker, and development methodologies - an advantage
Experience with Snowflake and Databricks an advantage.
Active Github, Kaggle member an advantage.
Cyber security background an advantage.
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לפני 16 שעות
Check Point
Location: Tel Aviv-Yafo
Job Type: Full Time and Hybrid work
Join our AI & Innovation group as a Data Scientist and help shape the future of AI-driven security solutions. Youll work with a team of passionate, sharp-minded professionals tackling complex challenges at the intersection of AI, data science, and cybersecurity building the next generation of security products at the core of Check Points strategy.

Youll have access to some of the best cybersecurity data sources available, working in a fast-moving, dynamic environment that blends the agility of a startup with the scale and stability of a global leader.

If youre excited about solving real-world AI challenges, translating research into impactful solutions, and collaborating with top talent to push the boundaries of innovation we want to hear from you.

Key Responsibilities
Translate ambiguous product or business challenges into well-defined data science problems
Research and prototype cutting-edge AI techniques (LLMs, RAG, knowledge graphs, etc.)
Design and implement data-driven algorithms, analyze data, build and evaluate models
Collaborate with engineering to deploy scalable, production-ready solutions
Work with product teams to align AI solutions with user needs and business goals
Collaborate cross-functionally with engineers, product managers, and fellow scientists to bring research into production and deliver measurable impact
Stay current with advancements in AI/ML and generative AI, and actively contribute to innovation within the team and broader organization
Requirements:
5+ years of experience as a Data Scientist, working on machine learning-related projects or equivalent experience
Hands-on experience in modern AI techniques, including LLMs, embeddings, knowledge graphs, retrieval-augmented generation (RAG), multi-agent systems and prompt-engineering
Strong proficiency in Python and relevant ML/AI frameworks (e.g., Hugging Face Transformers, PyTorch, scikit-learn), as well as graph and vector database technologies
Experience working with large datasets and data processing libraries (e.g., Pandas, NumPy, Spark)
Pragmatic approach, open-minded, good communicator who can simplify complex ideas and designs
BSc in Computer Science or related field. MSc - advantage
Background in cybersecurity - advantage
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דיווח על תוכן לא הולם או מפלה
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תיאור
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תודה על שיתוף הפעולה
מודים לך שלקחת חלק בשיפור התוכן שלנו :)
לפני 9 שעות
SimilarWeb
Location: Tel Aviv-Yafo
Job Type: Full Time
Similarweb is the leading digital intelligence platform used by over 3500 global customers. Our wide range of solutions power the digital strategies of companies like Google, eBay, and Adidas.

We help our customers succeed in todays digital world by giving them access to data-driven insights, competitive benchmarks, strategic analysis, and more.

In 2021, we went public on the New York Stock Exchange, and we havent stopped growing since!

Were looking for a Data Scientist to join our Data Labs department, which specializes in professional services for our super premium customers.

This role will report to our Datalabs Team Manager in the, R&D.


Why is this role so important at Similarweb?

Similarweb is a data-focused company, and our unique AI and machine learning capabilities are the center of our business.

As part of this role, you will create data models that help analyze the petabytes of data we receive from various sources, and research and develop new features and capabilities for our product solutions

As a data scientist in the Datalabs team, you will work on the very core of the company. Part of your role will be to turn raw data into usable metrics and develop new models and statistical algorithms to support out-of-the box requests from customers who want custom digital insights. The Datalabs departments customer centric and business-oriented nature also means you will be supporting a team of data analysts and consultants who interact directly with customers. Together with them, you will translate the voice of these customers into best-in-class digital insights.

So, what will you be doing all day?

Your role as part of the R&D department, and as part of the Datalabs team means your daily responsibilities may include:

Working on versatile use cases within a dynamic, fast paced production environment
Strategic thinking and problem solving, with a strong business sense
Analyzing data from various sources, and turning it into usable input
Understanding various use cases from different customers, and creating models that can translate these cases into meaningful insights
Initiating newly defined tasks from exploration to proof of concept
Owning the finalization of defined tasks (from POC to deployment in production)
Collaborating with data engineers to make sure we reach the desired production results
Owning the ongoing validation process for existing metrics
Collaborating and brainstorming best practices with other teams within the R&D department
Deploying machine-learning models into production for an ongoing use
Requirements:
This is the perfect job for someone who:

Holds a B.Sc. in Computer Science/Mathematics/Physics or any other relevant field - Required
Has 3+ years of experience with statistical and machine learning tools - Python, R, etc.
Strong communicative and verbal abilities to lead and guide customers through the logic of custom-built models
Has previous experience developing machine learning/ image processing/NLP or similar algorithms
Demonstrated experience utilizing probability theory and statistics
Familiarity with SQL
Experience with Big Data tools and cloud infrastructure; PySpark, AWS (big advantage)
Strong analytical skills; experience analyzing and processing tabular data, and extracting insights (big advantage)
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דיווח על תוכן לא הולם או מפלה
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4 ימים
Google Israel
Location: Tel Aviv-Yafo
Job Type: Full Time
As an organization, Google maintains a portfolio of research projects driven by fundamental research, new product innovation, product contribution and infrastructure goals, while providing individuals and teams the freedom to emphasize specific types of work. As a Research Scientist, you'll setup large-scale tests and deploy promising ideas quickly and broadly, managing deadlines and deliverables while applying the latest theories to develop new and improved products, processes, or technologies. From creating experiments and prototyping implementations to designing new architectures, our research scientists work on real-world problems that span the breadth of computer science, such as machine (and deep) learning, data mining, natural language processing, hardware and software performance analysis, improving compilers for mobile platforms, as well as core search and much more.

As a Research Scientist, you'll also actively contribute to the wider research community by sharing and publishing your findings, with ideas inspired by internal projects as well as from collaborations with research programs at partner universities and technical institutes all over the world.

Our team focuses on developing foundation models for remote sensing (i.e., satellite, aerial) imagery. We aim to simplify and enhance various remote sensing tasks including land use/land cover segmentation, object detection, and change detection for use by Google teams and external partners. We also investigate natural language interfaces for remote sensing imagery through vision-language models and tasks such as captioning and visual question answering.

Google Research addresses challenges that define the technology of today and tomorrow. From conducting fundamental research to influencing product development, our research teams have the opportunity to impact technology used by billions of people every day.

Our teams aspire to make discoveries that impact everyone, and core to our approach is sharing our research and tools to fuel progress in the field -- we publish regularly in academic journals, release projects as open source, and apply research to Google products.

Responsibilities
Explore research directions, generate hypotheses and perform rigorous experimentation in several sub-domains (e.g., pre-training recipes, multi-modality, temporal sequences).
Contribute to shaping the team's roadmap, help prioritize research directions, with focus on innovation and usability.
Work with other researchers across Google to connect multiple geospatial efforts.
Help teams use foundation models and optimize its use on their tasks.
Advise and mentor team members.
Requirements:
Minimum qualifications:
PhD degree in Computer Science, a related field, or equivalent practical experience.
Experience in building computer vision models using machine learning techniques.
Experience leading a research agenda.
One or more scientific publication submission(s) for conferences, journals, or public repositories.

Preferred qualifications:
Experience building, tuning, evaluating, and using foundation models.
Experience with Remote Sensing data (e.g., multi-spectral, hyper-spectral, SAR) and Google Earth Engine.
Excellent software engineering skills using Python or C++.
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דיווח על תוכן לא הולם או מפלה
מה השם שלך?
תיאור
שליחה
תודה על שיתוף הפעולה
מודים לך שלקחת חלק בשיפור התוכן שלנו :)
3 ימים
Location: Tel Aviv-Yafo
Job Type: More than one
What will you do:
Design and apply algorithms, based on time series models, other fields in Machine Learning and signal processing.
Take part in the entire research cycle: the idea phase, collecting and analyzing the data, writing simulations, exploring algorithmic approaches, building proofs-of-concept.
Communicate the results of your work to other team members by preparing intelligible reports that include clear visuals, analysis and explanations.
Share you work in external conferences, journals and patent submissions.
Communicate with hardware and firmware designers that will implement the algorithm in the Storage devices.
Gain knowledge on Storage cybersecurity threads.
Gradually acquire an increasing knowledge of memory systems, which will let you identifying bottlenecks and opportunities, and suggesting new project ideas.
Requirements:
Ph.D./M.Sc. in Computer Science, Electrical Engineering or a related field
Track record of publishing papers in high quality conferences such as NeurIPS and ICML
5+ years of work experience with primary emphasis on AI research
Proficiency in Python and ML packages
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דיווח על תוכן לא הולם או מפלה
מה השם שלך?
תיאור
שליחה
תודה על שיתוף הפעולה
מודים לך שלקחת חלק בשיפור התוכן שלנו :)
4 ימים
Google Israel
Location: Tel Aviv-Yafo
Job Type: Full Time
As an organization, Google maintains a portfolio of research projects driven by fundamental research, new product innovation, product contribution and infrastructure goals, while providing individuals and teams the freedom to emphasize specific types of work. As a Research Scientist, you'll setup large-scale tests and deploy promising ideas quickly and broadly, managing deadlines and deliverables while applying the latest theories to develop new and improved products, processes, or technologies. From creating experiments and prototyping implementations to designing new architectures, our research scientists work on real-world problems that span the breadth of computer science, such as machine (and deep) learning, data mining, natural language processing, hardware and software performance analysis, improving compilers for mobile platforms, as well as core search and much more.

As a Research Scientist, you'll also actively contribute to the wider research community by sharing and publishing your findings, with ideas inspired by internal projects as well as from collaborations with research programs at partner universities and technical institutes all over the world.

Google Research is building the next generation of intelligent systems for all Google products. To achieve this, were working on projects that utilize the latest computer science techniques developed by skilled software developers and research scientists. Google Research teams collaborate closely with other teams across Google, maintaining the flexibility and versatility required to adapt new projects and foci that meet the demands of the world's fast-paced business needs.

Responsibilities
Author research papers to share and generate impact of research results across the organization and in the research community.
Contribute to research growth by sharing research trends and best practices within the community by reviewing academic papers, serving on program committees and grant panels, speaking at Google events or research conferences, or organizing research conferences and visioning activities.
Deliver full projects by defining the data structure, framework, design, and evaluation metrics for research solution development and implementation. Identify timelines and obtain resources needed.
Identify new and upcoming research areas by interacting with potential external and internal collaborators. Own long-term research strategy and plans to expand the impact of Google research.
Identify undefined problems in existing technology and engage stakeholders and leaders to address them.
Requirements:
Minimum qualifications:
PhD in NLP or equivalent practical experience.
6 years of experience with research agendas across multiple teams or projects.
Experience with modern LLMs and generative models.

Multiple scientific publication submission(s) for conferences, journals, or public repositories.

Preferred qualifications:
4 years of experience leading multiple research efforts and influencing research direction.
2 years of coding experience.
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מודים לך שלקחת חלק בשיפור התוכן שלנו :)
4 ימים
אלעד מערכות
Location: Tel Aviv-Yafo
Job Type: Full Time and Hybrid work
We are looking for a data Engineer expert with innovative thinking, initiative, and strong technological drive someone who can take a business need and turn it into a smart and precise technological solution, from ideation to implementation.
This is an independent, end-to-end role that includes responsibility for designing, planning, and implementing data solutions in a cloud environment (primarily AWS), building data infrastructure and pipelines, and providing Technical Support to clients.
Requirements:
35 years of experience in designing, architecting, developing, and implementing end-to-end data solutions.
Experience in building a data Warehouse ( DWH ) from scratch including data modeling, loading processes, and architecture.
At least 2 years of hands-on experience with AWS-based data technologies.

Experience in building and maintaining advanced data pipelines from various data sources.

Significant experience in designing, developing, and maintaining ETL processes.
Deep understanding of infrastructure, information security, and cloud architectures.
Experience working with clients/business teams including gathering requirements and leading the technological solution.
Familiarity with common BI tools such as Power BI, Tableau.
Experience with scripting/coding languages such as Python.
Ability to work independently, with attention to detail and strong initiative.
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חברת השמה / כח אדם

1 ימים
דיאלוג
סוג משרה: משרה מלאה
לחברת start-up צעירה הנמצאת בצמיחה ומפתחת מוצר בינה מלאכותית אשר עוזר לחברות להבין את נהלי הsecurity ואוטומציה
בעלת מנוע המבצע את משימות הבירוקרטיה של הsecurity עבור חברה
יש להם לקוחות משלמים
קיימים כחמש שנים, 25 עובדים
יושבים ברמת גן בבורסה (קו רכבת) ומשלבים יומיים מהבית
דרישות:
MSC עם התמחות בLLM/ NLP
3+ שנות נסיון בLLM/ NLP
שליטה בכלי Python ו-ML (למשל PyTorch, TensorFlow, Hugging Face, Scikit-learn וכו'). המשרה מיועדת לנשים ולגברים כאחד.
 
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תיאור
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תודה על שיתוף הפעולה
מודים לך שלקחת חלק בשיפור התוכן שלנו :)
 

חברת השמה / כח אדם

4 ימים
דיאלוג
מיקום המשרה: מספר מקומות
סוג משרה: משרה מלאה
בחברת SU מצליחה בתחום הפינטק העוסקת בפיתוח מוצר מורכב טכנולוגית לתכנון וניתוח פיננסי לארגונים דרוש/ה Senior data Scientist
המוצר מביא תובנות מבוססות בינה מלאכותית.
דרישות:
7+ שנות ניסיון ב data science או Machine Learning
תואר מתקדם (MS/PhD) במתמטיקה, סטטיסטיקה, מדעי המחשב, פיזיקה או תחום כמותי קשור
בסיס מתמטי חזק, במיוחד באלגברה לינארית ומידול סטטיסטי
מומחיות ב Python ברמה מקצועית עם ידע מעמיק במערכת האקולוגית של NumPy
ניסיון או ידע ביישומי GenAI המשרה מיועדת לנשים ולגברים כאחד.
 
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מודים לך שלקחת חלק בשיפור התוכן שלנו :)
 

חברת השמה / כח אדם

2 ימים
GotFriends
מיקום המשרה: מספר מקומות
סוג משרה: משרה מלאה ועבודה היברידית
החברה פיתחה פלטפורמה לניטור ומדידת מדיה באינטרנט, במטרה למנוע פעילות לא תקינה. למשל, זיהוי חדשות מזויפות, תכנים שנויים במחלוקת והונאות דיגיטליות. החברה שמה לה למטרה להפוך את העולם המקוון לבטוח ושקוף יותר עבור המותגים הגדולים בעולם והיא מאמינה שעל ידי השימוש בפלטפורמה שלה היא לא רק משרתת מותגים, אלא גם עוזרת להפוך את העולם הדיגיטלי למקום קצת יותר בטוח.

החברה ממוקמת בתל אביב- קו רכבת, משלבת מודל עבודה היברידי של שלושה ימי עבודה מהבית ומונה 1000 עובדים גלובלית, 130 מתוכם בישראל.

מהות התפקיד: חלק מצוות Machine Learning שעובד עם ה- data Scientists. Training, להריץ ב-Production, לבדוק את הפרפורמנס של המודלים. התפקיד כולל עבודה על בניית תשתית backend עבור פרויקטי Machine Learning ו-AI. הפיתוח ב-Scala ו- Python.
דרישות:
- 5 שנות ניסיון בפיתוח ב-Scala/ JAVA /Kotlin
- ניסיון בפיתוח ב- Python
- ידע בעולמות Machine Learning קלאסי ולא קלאסי המשרה מיועדת לנשים ולגברים כאחד.
 
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