求人公募情報閲覧

募集中
更新日 : 2025/06/05 募集終了日 : 2025/08/30
募集中
更新日 : 2025/06/05
募集終了日 : 2025/08/30

勤務地 : Tokai district - Aichi

公開開始日 : 2025/06/06

Computational Intelligence Laboratory, Postdoctoral Fellow

D125060371

Private university

Toyota Technological Institute

研究分野 : Informatics - Intelligent informatics | Nanotechnology/Materials - Applied condensed matter physics

Researcher/Postdoc level : Contract employee - Nontenured - Non-tenure track - Probationary period absent

業務内容

  • 募集の背景、プロジェクトの説明

    The Computational Intelligence Lab targets NLP, Time Series Forecasting/Generation, Knowledge Processing using Deep Learning. Applications are expected to construct high-level information extraction systems by conducting full fine tuning, fine tuning, LoRA tuning w.r.t. material knowledge against LLMs. Research results should be disseminated to international conferences and journal papers. This is project-based position.

    https://coin.toyota-ti.ac.jp/
  • 仕事内容・職務内容

    Studies on materials informatics. Knowledge on Pytorch, Transformer, Mamba are required. Good experience on model fine-tuning and Low Rank Adaptation is essential.

  • 配属部署

    Existing departments

    Computational Intelligence Laboratory

職種

  • Researcher/Postdoc level

研究分野

  • Informatics - Intelligent informatics
  • Nanotechnology/Materials - Applied condensed matter physics

給与

  • Annual Salary : 4 million yen ~

    Salary: JPY350,000/month
    Meal allowance: JPY4,000 yen/month
    Commuting allowance or housing assistance available.

勤務時間

  • Working hours :08:30-17:30

    Holidays : Saturdays (Approximately three times a month), Sundays, Vacations determined by University (Summer, Winter, etc.).

    Overtime and other explanations : Lunch Break 60 mins, Weekdays working hours: approx. 8 hours, Saturday(once a month) working hours: approx. 4 hours.

募集要項

応募資格

  • 応募に必要な学歴・学位

    Ph.D. / Doctor

    Ph.D. and experience in a related filed.

  • 業務における経験

    ・Research on introducing domain knowledge into Large Language Models (LLMs), especially, introduction material science knowledge into LLMs, such as Llama. Skills on the fine tuning of the Transformer and Mamba and knowledge representations of knowledge graphs under the Pytorch environment
    ・Target data are written in English
    ・Studies on materials informatics, Knowledge on Pytorch, Transformer, Mamba are required.
    ・Good experience on model fine-tuning and Low Rank Adaptation is essential
    ・Applications are expected to construct high-level information extraction systems by conducting full fine tuning, fine tuning, LoRA tuning w.r.t. material knowledge against LLMs
    ・This is project-based position

雇用形態

  • Contract employee

    Full Time

契約期間

  • Nontenured - Non-tenure track

    1 year ( Extension may be possible up to 3years ).

    Probationary period absent

勤務地

  • 〒468-8511 Aichi 2-12-1Hisakata, Tempaku-ku, Nagoya

    Toyota Technological Insititute

待遇

  • 各種制度

    Pay increase system : Yearly, based on performance.

    Transportation expenses : Housing subsidy or commuting subsidy depending on conditions.

    Others : Meal allowance 4,000 yen per a month, staff dormitory is available.

  • 加入保険

    Employees' Health Insurance : Private School Mutual Aid

    Employees' Pension Insurance : Private School Mutual Aid

    Worker's accident insurance : available

    Employment insurance : available

  • 就業場所における受動喫煙防止のための取組事項

    Smoking is only allowed at outside smoking area.

応募上の配慮

  • 面接実施に関しての配慮(海外など遠方にお住まいの方、他)

    Travel expense for a Interview is provided for a candidate who live in Japan.
    For others who live in other countries will have an online interview .

採用人数

    1 person(s)

    Starting date : 2025/08/01

  • 求人内容補足説明

    August 1, 2025, which is a target of negotiation

募集期間

  • 2025/06/06~2025/08/30 Deadline for receipt

    The application process will close as soon as a suitable candidate has been found. We conduct mid-term selection aroud July 15.

応募方法

  • 応募書類

    Application Form : Online Submission
    Photo Attachment
    Achievements and Activities : Online Submission

    Other online application forms
    Three major papers (PDF file)
    Summary of research achievement (about 2pages)
    Research plan after assuming office (about 2 pages)
    Letter of recommendation (name, affiliation, and contact information of the recommender)
    Doctoral Degree Certificate (or Certificate of Expected Degree Completion)

    - Submit the documents via email with "Postdoc for Computational Intelligence Laboratory" in the title and submit your application in a PDF or ZIP file.

  • 応募書類の返却

    We will dispose of all application documents responsibly.

JREC-IN Portal Web応募
Not available
電子メール応募
Accept
yutaka.sasaki@toyota-ti.ac.jp
求人機関Web応募
Not available

選考・結果通知

  • 選考内容

    The screening is done first on the document; if selected, an interview will follow.

  • 結果通知方法

    Email

連絡先

Toyota Technological Institute

Computational Intelligence Laboratory

Yutaka Sasaki

0528091865

yutaka.sasaki@toyota-ti.ac.jp

備考

戻る