Research Assistant (Internship)

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Job updated over 3 years ago

Job Description

Microsoft Research - The Academic Data Science team has an immediate opening for an assistant researcher / associate researcher.

This vacancy is created in accordance with “Microsoft Taiwan AI Center - Taiwan University and colleagues Master and Ph.D. students Internship Program”. Please refer to Exhibit for more program information.

Microsoft Research Academic Data Science team is an elite team of researchers and engineers working on algorithms, tools and experiences around internet technologies (search, big data, etc.). Our team contributes key technology for major Microsoft flagship products (Bing, Cortana, Office, Windows, Microsoft Academic & more!)

This project will focus on helping Microsoft build a very large, heterogamous entity graph of Academic data (papers/publications, authors, affiliations, journals, conferences, topics, etc.) for use in multiple production applications. We’re looking for someone who has a strong background in data mining, information retrieval, document understanding, natural language processing, machine learning, and is passionate about working on hard problems with some of the best talent in the world.

附件:

「台灣人工智慧台灣研發中心-台灣境內大專院校碩博士班在校生實習方案」方案說明

按經濟部技術處「A+企業創新研發淬鍊計畫 - 全球研發創新夥伴計畫」係以產業政策為導向,盤點我國產業研發能力升級之缺口與需求,連結我國業者與具有互補互利關係之外國企業建立合作夥伴關係,在國內共同研發。

「台灣人工智慧台灣研發中心」係經台灣微軟股份有限公司(下稱台灣微軟)依法申請,並獲經濟部同意依「A+企業創新研發淬鍊計畫 - 全球研發創新夥伴計畫」提供補助款之特定期間政府科技專案計畫(下稱專案計畫)。

「台灣人工智慧台灣研發中心」依經濟部「A+企業創新研發淬鍊計畫 - 全球研發創新夥伴計畫」審核同意之專案計畫內容,其中包括將延攬多位本國研發人才,進行人工智慧人才培育,以期結合國內產學研發人才,共同提升台灣人工智慧研發之能量與影響力,提升國內產業國際能見度及國際競爭力。

基於上述專案計畫內容,台灣微軟將依「台灣人工智慧台灣研發中心-台灣境內大專院校碩博士班在校生實習方案」,聘僱台灣各大專院校符合下列資格之碩博士班在校生,提供限定之實習名額,讓青年學子能有機會於世界級科技公司之人工智慧研發現場,以職場實作之方式進行實習。

然而,為能嘉惠較多之本土學界人工智慧人才,並考量碩博士在校生仍須兼顧學業,「台灣人工智慧台灣研發中心-台灣境內大專院校碩博士班在校生實習方案」之實習期間,最長不超過1年。

Responsibilities

  • Quickly ramping up and understanding the scope and challenges of building a large connected graph responsible for powering production applications
  • Design, implement and integrate proof of concepts for manipulating data in large connected graph
  • Fast prototyping of different ideas for manipulating data to generate high quality results
  • Analyzing the graph and finding insights to support business decisions and publish high impact papers
  • Working closely with researchers and data scientists to gather and iterate on feedback and requirements
  • Building and maintaining data pipelines which process petabytes of data on a daily basis
  • Applying machine learning techniques to solve challenging large-scale problems
  • Requirements

    • Solid understanding of CS fundamentals and mastering of statistical concepts
    • Good understanding of database fundamentals and concepts
    • Programming experience with C++/Java/C#/SQL/Python
    • Enjoy working with large-scale data and possess a mixture of software engineer and data scientist mindset
    • Excellent communication skills and desire to collaborate in a multi-disciplinary environment
    • Ability to work independently and ramp-up to new areas quickly

    Basic Qualifications

    • 3+ Years Programming experience with C++/Java/C#
    • A student currently pursuing in master or Ph.D. degree in Computer Science, Information Technology or equivalent experience
    • 3+ Years Data Mining or Machine Learning experience

    Preferred Qualifications

    • Experience with information retrieval, data mining, machine learning and natural language understanding
    • Ph.D. candidate in Computer Science, Statistics, Operations Research or other quantitative disciplines, with publications in top conferences/journals, like WWW, KDD, WSDM, ICML, ACL, etc.
    • Experience with any Big Data platform with Microsoft COSMOS platform and Scope scripting language

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    Regular earnings reach NT$40,000
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    About us

    At Microsoft, our mission is to empower every person and every organization on the planet to achieve more. Our mission is grounded in both the world in which we live and the future we strive to create. Today, we live in a mobile-first, cloud-first world, and the transformation we are driving across our businesses is designed to enable Microsoft and our customers to thrive in this world.

    We do business in 170 countries and are made up of 144,000 passionate employees dedicated to fulfilling our mission of helping you and your organization achieve more.

    微軟是全球科技產業的領航者,提供全球領先的軟體、服務、設備和解決方案,自 1975 年成立以來,一直致力於幫助個人和企業用戶,全面發揮科技潛能,實現夢想。

    四十多年來,微軟一直專注於技術創新與變革,透過卓越的軟體、設備和服務,能夠幫助用戶提昇生活和工作生產力,讓數億的使用者真正受益於科技。微軟公司總部位於美國華盛頓州 Redmond,在全世界超過 190 個國家和地區設有分公司或是分支機構,擁有超過 125,000 名員工。

    微軟執行長 Satya Nadella 在上任後提出了新願景:「在這個行動優先、雲端至上的世界裡,微軟的核心競爭力,就是成為一個提供生產力與平台的公司,幫助在這個地球上的每一個人到每一個組織,都能貢獻更多、成就更大。」

    台灣微軟成立於 1989 年,身為政府、學校與企業最值得信賴的夥伴,始終致力於幫助台灣提升創新力、競爭力以及促進經濟繁榮,共同來亮點台灣!

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