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5 ימים
Meta
Location: Tel Aviv-Yafo
Job Type: Full Time
Central Applied Science (CAS) is a research and development team, working to improve Metas products, infrastructure, and processes. We generate real-world impact through a combination of scientific rigor and methodological innovation. Our focus is on longer-term, foundational work that addresses new opportunities and challenges across the Meta family of apps. The work we do enhances the Meta family of apps that enable billions of people to communicate with each other daily.

Central Applied Science is interdisciplinary, with expertise in computer science, statistics, machine learning, and economics among many other fields. This diversity of perspectives enriches our research and expands the scope and scale of projects we can address. We deliver value through collaborative projects with other groups at Meta and with the academic community. In addition, we build and open-source technical products aligned with our areas of expertise.

We are looking for research interns to join the Product Algorithms team in Central Applied Science. The team is an interdisciplinary team of quantitative scientists that aims to deliver research and innovation that fundamentally increase the magnitude of Metas successes. The ideal candidate will have extensive graduate training in computer science, machine learning, or related disciplines, and the passion to solve real world hard scientific problems. By applying your expertise and passion you will be empowered to drive impact across a range of products, infrastructure and operational use cases at Meta.

Our internships are twelve (12) to twenty-four (24) weeks long and we have various start dates throughout the year.
Research Scientist Intern, Central Applied Science (PhD) 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.
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.
Requirements:
Minimum Qualifications
Currently has, or is in the process of obtaining, a PhD degree in Computer Science, Machine Learning, Artificial Intelligence or a related field.
Experience analyzing datasets using languages like Python or R.
Experience developing algorithms in languages like Python, C, C++ or Java.
Experience with empirical research and for answering questions with data.
Must obtain work authorization in country of employment at the time of hire, and maintain ongoing work authorization during employment.
Preferred Qualifications
Expertise in one or more of the following fields: artificial intelligence, machine learning, natural language processing, information retrieval/management and data mining.
Experience working with large-scale data systems, such as Presto, Spark, etc.
Proven track record of achieving significant results as demonstrated by grants, fellowships, patents, as well as first-authored publications at leading workshops or conferences such as KDD, ICML, NeurIPS, ICLR, AAAI, WWW, ACL, etc.
Intent to return to degree-program after the completion of the internship/co-op.
Experience working and communicating cross functionally in a team environment.
Demonstrated software engineer experience via an internship, work experience, coding competitions, or widely used contributions in open source repositories (e.g. GitHub).
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83509
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דיווח על תוכן לא הולם או מפלה
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מודים לך שלקחת חלק בשיפור התוכן שלנו :)
5 ימים
KLA Tencor Israel
Location: Migdal Haemek
Job Type: Full Time
KLA is a global leader in diversified electronics for the semiconductor manufacturing ecosystem. Virtually every electronic device in the world is produced using our technologies. No laptop, smartphone, wearable device, voice-controlled gadget, flexible screen, VR device or smart car would have made it into your hands without us. KLA invents systems and solutions for the manufacturing of wafers and reticles, integrated circuits, packaging, printed circuit boards and flat panel displays. The innovative ideas and devices that are advancing humanity all begin with inspiration, research and development. KLA focuses more than average on innovation and we invest 15% of sales back into R&D. Our expert teams of physicists, engineers, data scientists and problem-solvers work together with the worlds leading technology providers to accelerate the delivery of tomorrows electronic devices. Life here is exciting and our teams thrive on tackling really hard problems. There is never a dull moment with us.
Group/Division

With over 40 years of semiconductor process control experience, chipmakers around the globe rely on KLA to ensure that their fabs ramp next-generation devices to volume production quickly and cost-effectively. Enabling the movement towards advanced chip design, KLA's Global Products Group (GPG), which is responsible for creating all of KLAs metrology and inspection products, is looking for the best and the brightest research scientist, software engineers, application development engineers, and senior product technology process engineers. The Optical Metrology Division products are used for optical overlay metrology. The portfolio of products includes unique solution packages which are based on hardware and software systems to enhance yield and effectiveness. As a world leader in its field of expertise, the division's products are the most advanced in performance (measurement accuracy of nanometers and below), reliability, ease of use and compatibility with other KLA's products. KLA (Israel) controls over 80% of the world market sales in its field, and its products are used by every major semiconductor manufacturer around the world. KLA Israel is located in the Migdal Haemek Industrial Park.
Job Description

In this job you will:

Conduct Research & Development of innovative algorithms for the next generation Optical Metrology of Semiconductor devices
Work in a dynamic, multi-disciplinary environment that encourages creativity
Interact and collaborate with highly skilled peers
Job Responsibilities Include:

Algo Research & Development: challenge definition, feasibility research, concept definition, solution development, qualification testing and on-tool implementation
Working on problems of diverse scope where analysis of data requires evaluation of multiple factors
Demonstrating good judgment in selecting methods and techniques for obtaining solutions
Interact with senior internal and external personnel
Receiving typically little instruction on day-to-day work and only general instructions on new assignments
Requirements:
Minimum Qualifications

Ph.D. in Engineering or Physics OR M.Sc with at least 3 years of experience - must
Proven experience in Signal or Image Processing - must
Experience in algorithms development and implementation using Matlab / Python
Experience with Optical Systems / Microscopy an advantage
Experience in the semi-conductor industry an advantage
Ability and willingness to lead in the future.
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