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Senior Researcher

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שאלות הכנה לראיון עבודה
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לפני 16 שעות
WIX
Location: Tel Aviv-Yafo
Job Type: Full Time
Were looking for a talented researcher for the Data Science group, to help us develop advanced AI solutions that will empower impactful projects across Wix. The Data Science group leads the AI research and innovation efforts of the company, and is focused on pushing AI boundaries to enhance the product, optimize processes, and deliver personalized experiences.

Conduct advanced research that will impact 250M+ users

Leverage the latest advancements in LLM customization, knowledge representation, and conversational AI

Build horizontal AI capabilities to be used across Wix

Closely collaborate with other internal departments to drive impactful data-driven projects
Requirements:
5+ years in Data Science, with experience in managing full-cycle projects from initial concept to production deployment

PhD in Computer Science, Data Science, Statistics, Mathematics or a related field, or publications and talks at leading conferences

Comprehensive understanding of Machine Learning and Deep Learning principles and techniques, with hands-on experience

Specialized expertise in Natural Language Processing (Transformers, LLMs)

Ability to write production-ready code

Experience with Generative AI, for example: Prompt Engineering, Automatic Evaluation, Retrieval-Augmented Generation (RAG) and open-source LLMs Fine-Tuning an advantage
.המשרה מיועדת לנשים ולגברים כאחד
 
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הגשת מועמדות
עדכון קורות החיים לפני שליחה
98175
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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 :)
1 ימים
MICROSOFT ISRAEL
Location: More than one
Job Type: Full Time
Security is a top priority for our customers in a world full of digital threats, evolving regulations, and complex environments. At Microsoft Security, we aim to make the world safer by delivering end-to-end, simplified security solutions that protect users, customers, and developers across platforms on a global scale.

Join our Israeli research team and contribute to one of Microsofts most advanced and innovative security solutionsMicrosoft Security Exposure Management. Our mission is to help enterprises counter cyber threats by strengthening their security posture across their entire environment Identities, Devices, Cloud and Applications.
We are seeking a security researcher, who enjoys unraveling the mysteries and unique patterns of corporate computing environments and attackers techniques in Microsofts enormous scale of signals and security mechanisms. The job includes performing both low level and high-level research of attackers techniques, security mechanisms and controls, and data analysis over various types of telemetries.

Responsibilities include:

Conduct in-depth analysis and research security controls, attackers techniques and anomalous patterns.
Explore massive amounts of data to come up with new security posture insights.
Work together with the different engineering teams to develop the code to support the research findings.
Collaborate with multiple product teams to design cutting-edge sensors, implement discovery & detection logics and validate their effectiveness using a data-driven approach.
Collaborate with product, engineering and research teams across the Microsoft threat protection suite to come up and implement innovative ideas into the product.
Requirements:
You have at least 4+ years of experience in security research.
Proficiency in developing with C# or Python.
You have experience leading a feature from design through to production delivery (design, coding, testing, deployment).
Strong cross-group collaboration and interpersonal skills.

Other Requirements:

Ability to meet Microsoft, customer, and/or government security screening requirements. These requirements include, but are not limited to, the following specialized security screenings:
Microsoft Cloud Background Check: This position will be required to pass the Microsoft background and Microsoft Cloud background check upon hire/transfer and every two years thereafter.
B.Sc. or M.Sc. in Computer Science, Software Engineering, or equivalent practical experience.
Preferred Qualifications:

You have offensive security research experience.
You have experience in data analysis and data-driven research.
Industry-recognized author of security research papers, blogs, or books.
.המשרה מיועדת לנשים ולגברים כאחד
 
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הגשת מועמדות
עדכון קורות החיים לפני שליחה
98146
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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 :)
1 ימים
Meta
Location: Tel Aviv-Yafo
Job Type: Full Time
Meta is seeking Research Engineers to join Fundamental AI Research (FAIR). We are committed to advancing the field of artificial intelligence by making fundamental advances in technologies to help interact with and understand our world. We are seeking individuals passionate in solving systems challenges to sustainably accelerate our reach to human-level intelligence. Candidates will have an opportunity to make fundamental advances in systems and apply their ideas at an unprecedented scale. The mission of Meta FAIR's CodeGen research is to advance the state of AI through open science innovations. We explore, design, and conduct fundamental research on Code Generation and Computational World Modeling at scale with usability, efficiency, and sustainability as design principles.
Research Engineer, CodeGen - FAIR Responsibilities
Perform research to advance the science and technology of intelligent machines. Specifically, Contribute research that leads to innovations in Code Generation, Code World Modeling, Agentic Code Generation, Math Reasoning, etc.
Perform research that enables learning the code data (images, video, text, code, audio, and other modalities).
Devise better data-driven models of AI code generation systems.
Work towards long-term research goals, while identifying immediate milestones.
Influence progress of relevant research communities by producing publications.
Open source high quality code and produce reproducible research.
Collaborate with researchers and cross-functional partners including communicating research plans, progress, and results.
Requirements:
Minimum Qualifications
Master's degree in Computer Science, Computer Engineering, a relevant technical field, and 2+ years of equivalent domain-specific industry experience.
Research background in machine learning, artificial intelligence, computational statistics, applied mathematics, or related areas.
Experience with Python, C++, C, Rust or other related languages and with PyTorch framework.
Experience with training machine learning systems, Large Language Models optimization with specific focus on code / math data.
Experience solving complex problems and comparing alternative solutions, tradeoffs, and diverse points of view to determine a path forward.
Experience working and communicating cross functionally in a team environment.
Must obtain work authorization in country of employment at the time of hire, and maintain ongoing work authorization during employment.
Preferred Qualifications
PhD in the field of Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience.
Proven track record of achieving significant results and publications as demonstrated by grants, fellowships, patents, as well as publications at leading workshops, journals or conferences such as NeurIPS, ICML, ICLR, ACL, COLM, Interspeech, or similar.
Demonstrated research and software engineering experience via work experience, coding competitions, or widely used contributions in open source repositories (e.g. GitHub).
.המשרה מיועדת לנשים ולגברים כאחד
 
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הגשת מועמדות
עדכון קורות החיים לפני שליחה
98021
שירות זה פתוח ללקוחות VIP בלבד
דיווח על תוכן לא הולם או מפלה
מה השם שלך?
תיאור
שליחה
תודה על שיתוף הפעולה
מודים לך שלקחת חלק בשיפור התוכן שלנו :)
1 ימים
MICROSOFT ISRAEL
Job Type: Full Time
Security is a top priority for our customers in a world full of digital threats, evolving regulations, and complex environments. At Microsoft Security, we aim to make the world safer by delivering end-to-end, simplified security solutions that protect users, customers, and developers across platforms on a global scale.

Join our Israeli research team and contribute to one of Microsofts most advanced and innovative security solutionsMicrosoft Security Exposure Management. Our mission is to help enterprises counter cyber threats by strengthening their security posture across their entire environment Identities, Devices, Cloud and Applications.
Responsibilities
We are seeking a security researcher, who enjoys unraveling the mysteries and unique patterns of corporate computing environments and attackers techniques in Microsofts enormous scale of signals and security mechanisms. The job includes performing both low level and high-level research of attackers techniques, security mechanisms and controls, and data analysis over various types of telemetries.

Responsibilities include:

Conduct in-depth analysis and research security controls, attackers techniques and anomalous patterns.
Explore massive amounts of data to come up with new security posture insights.
Work together with the different engineering teams to develop the code to support the research findings.
Collaborate with multiple product teams to design cutting-edge sensors, implement discovery & detection logics and validate their effectiveness using a data-driven approach.
Collaborate with product, engineering and research teams across the Microsoft threat protection suite to come up and implement innovative ideas into the product.
Requirements:
You have at least 7 years of experience in security research.
Proficiency in developing with C# or Python.
You have experience leading a feature from design through to production delivery (design, coding, testing, deployment).
Strong cross-group collaboration and interpersonal skills.

Preferred Qualifications:

You have offensive security research experience.
You have experience in data analysis and data-driven research.
Industry-recognized author of security research papers, blogs, or books.
Other Requirements:

Ability to meet Microsoft, customer, and/or government security screening requirements. These requirements include, but are not limited to, the following specialized security screenings:
Microsoft Cloud Background Check: This position will be required to pass the Microsoft background and Microsoft
Cloud background check upon hire/transfer and every two years thereafter.
B.Sc. or M.Sc. in Computer Science, Software Engineering, or equivalent practical experience.
.המשרה מיועדת לנשים ולגברים כאחד
 
Show more...
הגשת מועמדות
עדכון קורות החיים לפני שליחה
98145
שירות זה פתוח ללקוחות VIP בלבד
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