勤務地 : Tokai district - Aichi
公開開始日 : 2025/06/06
D125060371
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
研究分野
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
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
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.
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
連絡先
Toyota Technological Institute
Computational Intelligence Laboratory
Yutaka Sasaki
0528091865
yutaka.sasaki@toyota-ti.ac.jp
備考