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Senior Researcher

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שאלות הכנה לראיון עבודה
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4 ימים
Google Israel
Location: Tel Aviv-Yafo
Job Type: Full Time
Google's software engineers develop the next-generation technologies that change how billions of users connect, explore, and interact with information and one another. Our products need to handle information at massive scale, and extend well beyond web search. We're looking for engineers who bring fresh ideas from all areas, including information retrieval, distributed computing, large-scale system design, networking and data storage, security, artificial intelligence, natural language processing, UI design and mobile; the list goes on and is growing every day. As a software engineer, you will work on a specific project critical to Googles needs with opportunities to switch teams and projects as you and our fast-paced business grow and evolve. We need our engineers to be versatile, display leadership qualities and be enthusiastic to take on new problems across the full-stack as we continue to push technology forward.

We are excited about both fundamental research and identifying and solving creative, new problems with potential to have big impact. Our team has a strong track record of publishing at vision and graphics venues, and transferring cutting edge research into products that reach users.

The Platforms and Ecosystems product area encompasses Google's various computing software platforms across environments (desktop, mobile, applications). The products provide enterprises, and ultimately end users, the ability to utilize and manage their services at scale. We build innovative and compelling software productsfrom apps to TVs, from laptops to phonesthat have an impact on peoples lives across the world.

Responsibilities:
Develop cutting-edge visual media technologies, including diffusion models and transformers.
Requirements:
Minimum qualifications:
Bachelor's degree or equivalent practical experience.
8 years of experience in software development.
Contributions to research communities including publishing papers in venues (NeurIPS, ICML, ICLR, JMLR, ACL, WWW, CVPR, IJCV, etc.).

Preferred qualifications:
Masters degree or PhD in Engineering, Computer Science, or a related technical field.
8 years of experience with data structures/algorithms.
.המשרה מיועדת לנשים ולגברים כאחד
 
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הגשת מועמדות
עדכון קורות החיים לפני שליחה
102140
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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 :)
6 ימים
Meta
Location: Tel Aviv-Yafo
Job Type: Full Time
We are looking for researchers and applied scientists to join the Central Applied Science team. Central Applied Science is an interdisciplinary team of quantitative scientists that aims to deliver research and innovation that fundamentally contribute to Meta's success. By applying your expertise in quantitative methods, you will be empowered to drive impact across a range of products, infrastructure and company operations. Individuals in this role are expected to have expertise and publications within research areas in the board field of machine learning. The ideal candidate will have a passion for building data-driven products and forming research frameworks to solve challenging, real-world problems.
Research Scientist, Central Applied Science Responsibilities
Work with vast amounts of data, generate research questions that push the state-of-the-art, and build data-driven products.
Develop novel quantitative methods on top of Meta's unparalleled data infrastructure.
Learn new tools, systems, and programming languages quickly as required by the particular project you are working on.
Work towards long-term ambitious research goals, while identifying intermediate milestones.
Communicate best practices in quantitative analysis to partners.
Work both independently and collaboratively with other scientists, engineers, UX researchers, and product managers to accomplish complex tasks that deliver demonstrable value.
Publish research results in top-tier conferences and at leading journals.
Actively identify new opportunities within Meta's long term roadmap for applied science contributions.
Requirements:
Minimum Qualifications
Currently holds a PhD in the field of Computer Science, Data Science, or a related field from a top-tie academic institution.
At least 5 years of industry experience as an applied research scientist or a similar role, studying and developing machine learning technologies.
Experience with empirical research and for answering questions with data.
Experience developing algorithms in languages like Python, C, C++ or Java.
Experience analyzing datasets using languages like Python.
Must obtain work authorization in the country of employment at the time of hire and maintain ongoing work authorization during employment.
Preferred Qualifications
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.
Experience analyzing large datasets using tools like Presto, Hive or Spark.
Proven track record of achieving significant results as demonstrated by grants, fellowships, patents, as well as publications at leading journals or conferences such as ICML, NeurIPS, ICLR, IJCAI, AAAI, KDD, WWW, JMLR, JACM or similar.
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הגשת מועמדות
עדכון קורות החיים לפני שליחה
103507
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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 :)
6 ימים
Meta
Location: Tel Aviv-Yafo
Job Type: Full Time
Meta is seeking Research Scientists, at all experience levels, to join our Fundamental AI Research (FAIR) team, an organization focused on making research breakthroughs in AI. Individuals in this role are expected to be world-leading experts in research areas such as ML theory, responsible AI, reinforcement learning, computer vision, audio, and/or NLP. To learn more about our research, visit https://ai.meta.com/.
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, codegen, 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:
Minimum Qualifications
Currently has or is in the process of obtaining a PhD degree in the field of Computer Science, relevant technical field, or equivalent practical experience. Degree must be completed prior to joining Meta.
Research background in machine learning, artificial intelligence, computational statistics, applied mathematics, or related areas.
Research publications reflecting experience in theoretical or empirical research.
Experience in developing and debugging in Python or similar programming languages.
Experience in analyzing and collecting data from various sources.
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 grants, fellowships, patents, internships, work experience, and/or coding competitions.
First-authored publications at peer-reviewed conferences, such as ICML, NeuRIPS, ACL, EMNLP, ICLR, FacCT, CCS, IEEE S&P, and other similar venues
Experience solving complex problems and comparing alternative solutions, tradeoffs, and diverse points of view to determine a path forward.
Experience collaborating in a team environment on research projects
Experience communicating research for public audiences of peers.
.המשרה מיועדת לנשים ולגברים כאחד
 
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עדכון קורות החיים לפני שליחה
103485
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