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Senior Research Scientist - Customer Program (Fintech AI)

年収:900万 ~ 1100万

ヘッドハンター案件

部署・役職名 Senior Research Scientist - Customer Program (Fintech AI)
職種
業種
勤務地
仕事内容 Department Overview
Our Institute of Technology , our core AI research wing, is spread across six geographical locations including Tokyo, Singapore, Boston, San Mateo, Bengaluru, and Paris. This division consists of AI research scientists with specialization in machine learning, deep learning, natural language processing, computer vision and data mining.

The Customer Program, one of our core sciences programs, builds models for customer understanding and applying them to customer targeting solutions.

Fintech AI is one of the research topics in the Customer Program and is positioned as an important research topic in the Group (especially fintech businesses). The research members develop algorithms related to financial market.

Research members are working on the development of new trading algorithms and the improvement of the existing algorithms through the analysis of various data such as market data and transaction data, and discussions with business personnel. When ideas for a new algorithm is obtained, the research members implement a simulator to conduct back-tests and evaluate the validity of the ideas.

Research members are required to have the ability to analyze a vast amount of past transaction data, mathematical thinking to obtain ideas for new algorithms based on the insights gained from the analysis, programming skills to simulate the algorithms they designed quickly without bugs, and the ability to propose the verified algorithms to the business.

Why We Hire
Fintech AI group is seeking researchers with a background in data analysis, algorithm design, and implementation, who can work together on the above research topics.

Position Details
- Define short/middle-term direction of projects while aligning with business, product and engineering team
- Design algorithms to solve defined research problems. Also, appropriately implement the designed algorithms and evaluate their performance
- Work with Project Management team to gather business requirements, define suitable KPIs and guide members on how to validate if the solutions built meets/exceeds the requirements/KPIs
- Support engineering teams and product teams to adapt prototypes in production
- Support junior-level research scientists
- Contribute to the advancement of science via writing papers, attending conferences and submitting patent proposals
労働条件 【待遇】
◇雇用形態 正社員
◇賞与  年2回、6月・12月に会社及び個人の業績により支給
◇休日休暇
休日:土曜、日曜、祝日
休暇:夏期冬期休暇、年次有給休暇、特別休暇(産前産後休暇・育児休暇・結婚休暇など)
◇サポート
・各種社会保険完備(厚生年金保険、健康保険、労災保険、雇用保険)
・通勤交通費
・社員持株会
・スポーツ クラブ法人会員
◇人事育成制度
・入社時研修
・階層別研修
・特別研修(幹部育成)
・事業部ごとのOJT
・英語学習サポート(社内TOEIC IPテスト・英会話など)
・外国人向け日本語学習サポート
・クロスカルチャートレーニング
◇社内サービス
・ライブラリ(個人学習スペース)
・スポーツジム
・カフェテリア(朝食・昼食・夕食無料)*地域によって食事券の支給の場合あり
※和洋中のプレートやカレー、パスタ、寿司など、豊富な日替わりメニューが用意されています。
◇イベント
・クラブ活動
・納会
・ハワイアンサマー
・オープンファミリーデー など
応募資格

【必須(MUST)】

- Ph.D. in Computer Science or a related field, or equivalent practical experience
- Ability to effectively communicate with researchers, engineers, and business personnel in English
- Ability to work independently and drive projects forward
- Proficiency to analyze and visualize data using Python
- Basic understanding of statistics and machine learning, with some practical experience
- Development experience in a Unix/Linux environment
- Proficient in code management (e.g., Git)
- Interest and curiosity about financial markets

【歓迎(WANT)】

- Strong international publication records
- Demonstrated project achievements, such as GitHub repositories
- Coding skills: Proficiency in at least one of the programming languages Haskell or Rust, or the ability to quickly learn these languages
- Experience leading research members for more than two years
- Experience in a field related to high-frequency trading
- Ability to effectively communicate with business personnel in Japanese

リモートワーク

不可

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更新日 2024/08/05
求人番号 3726515

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