前書き
IBM のリサーチ• サイエンティストの仕事は、人工知能の未来を図で示すこと、量子コンピューティングの飛躍的進歩を生み出すこと、ブロックチェーンが企業をどのように再形成するかを発見することなどです。医者が患者を助けるための新たな方法の発見、環境保護主義者との連携による河川の掃除、小売業者による顧客サービスの個別化など、今日の最も複雑な問題に科学を応用することに専念するチームに参加しましょう。
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こちらは、日本IBMのポジションです。
Internship in basic research on game theory and machine learning
The Exploratory Mathematical Sciences Program at IBM Research focuses on topics in Applied Mathematics and Theoretical Computer Science, to advance our understanding of and leveraging these topics for strategic areas of Information Technology, such as Artificial Intelligence, Quantum Computing, Cloud Computing, and Security.
One of our current focus is "Game Theory and Machine Learning," which aims to expand the range of applications of strategic decision making and mechanism design, traditionally studied in game theory, by incorporating machine learning approaches. We are seeking one internship student to accelerate the basic research on this topic.
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The internship student will be expected to develop methods supported by theory and demonstrate their effectiveness through computational experiments. Therefore, the applicants should have deep expertise in at least one of game theory and machine learning, as well as an understanding of the other. Basic programming skills to implement a prototype of the proposed method is desirable, but a high mathematical background is more important. Note that although this research project is motivated by real-world applications, it does not provide experience in solving real-world problems with real data.
期間：2025年内の3か月間程度（応相談）
勤務時間：9時～17時36分 （基本• 応相談）
勤務事業所：箱崎事業所（東京）
日給：
「18,000円(修士)」／「20,000円（博士）」（住宅手当なし）
「24,000円（修士）」／「26,000円（博士）」（住宅手当あり）
通勤費支給
（但し、東京までの長中距離移動費用の支給はありません）
必要なスキル• 経験
Candidates should possess all of the following:
• Strong mathematical background, preferably with graduate-level studies in topics including machine learning, game theory, and optimization
• Experience in conducting research, preferably in one or more of the above topics
• Familiarity in both of game theory and machine learning
• Basic skills for literature review
歓迎するスキル• 経験
• Programming skills for implementing research ideas (Python is preferred)
• Writing and communication in English