PostDoc Researcher in the area of machine learning

University of Applied Sciences and Arts of Southern Switzerland; Lugano; Vor Ort; CHF 85’000 - 95’000; Vollzeit

Zusammenfassung

The University of Applied Sciences and Arts of Southern Switzerland invites applications for a PostDoc Researcher in machine learning, focusing on innovative research and collaboration in deep learning applications within the financial sector. This position promises a stimulating environment with opportunities for independent research and interaction with industry partners.

Leistungen

Participation in high-profile conferences

PostDoc contract for 2 years with an option for extension

Flexible research schedule

Attractive salary aligned with experience

Qualifikationen

• PhD from a top-tier institution, among top 5% of Master graduates.
• Publication record in deep learning.
• Strong experience with deep learning libraries.

Aufgaben

• Conduct R&D in deep learning systems for the financial industry.
• Pursue independent research agenda in deep learning.
• Collaborate with teams on projects integrating NLP and deep learning.

Kenntnisse

Deep learning

Machine Learning

Natural Language Processing

Software Collaboration

Ausbildung

Ph.D. in Computer Science or related field

Tools

PyTorch

TensorFlow

NumPy

Jobbeschreibung

PostDoc Researcher in the area of machine learning

Join to apply for the PostDoc Researcher in the area of machine learning role at University of Applied Sciences and Arts of Southern Switzerland

PostDoc Researcher in the area of machine learning

5 days ago Be among the first 25 applicants

Join to apply for the PostDoc Researcher in the area of machine learning role at University of Applied Sciences and Arts of Southern Switzerland

Get AI-powered advice on this job and more exclusive features.

Direct message the job poster from University of Applied Sciences and Arts of Southern Switzerland

HR Project Manager | HR Business Partner | Business Coach

The University of Applied Sciences and Arts of Southern Switzerland (SUPSI) invites applications for two PostDoc Researcher in the area of machine learning at the Dalle Molle Institute for Artificial Intelligence (IDSIA USI-SUPSI) within the Department of Innovative Technologies (DTI), located in Lugano. The degree of employment is 100%, with a contract starting on September 1, 2025, or on a mutually agreed date.

Duties and responsibilities

The successful candidate will pursue her/his own research agenda and also participate in research teams that target the de-velopment of deep learning applications for the financial industry. The candidate will:

• Conduct R&D in deep learning systems in a financial industry context.
• Pursue independent research agenda in the area of deep learning.
• Cooperate in R&D teams to execute projects related to the financial industry. Strong collaboration with software engineers, researchers and industry partners.
• Collaborate with interdisciplinary teams to integrate NLP and deep learning technologies into practical applications.
• Invent, design and prototype AI systems. Apply state-of-the-art techniques in deep learning, transformers, large language models, and parameter-efficient fine-tuning.

Requirements

• Ph.D. in Computer Science, Machine Learning, Computational Linguistics, or a related field.
• Strong experience with deep learning libraries (PyTorch/TensorFlow/ONNX) and NumPy.
• Ability to work independently and on schedule.
• PhD from top-tier institution. The candidate should be among the top 5% of Master graduates of their university.
• Publication record in deep learning.
• Ability to conduct independent research and collaborate effectively within a team.

Preferred Qualifications

• Extensive experience with deep learning, particularly in the context of LLMs.
• Experience with reinforcement learning, particularly in the context of LLMs.
• Experience of work/research in a financial context is a plus but not required.

What SUPSI Offers

• PostDoc employment contract for 2 years with option for extension.
• No obligation to teach or participate in university maintenance.
• Participation in cutting edge research to bring research partners in the financial industry forward.
• Mixed position between research and high-tech development.
• Sufficient time to pursue own/private research agenda.
• An international working environment.
• Participation in high-profile conferences, workshops and schools.
• Attractive salary, in line with Swiss standards and the candidate's experience.

Application Process

Applications will only be considered if submitted electronically by 27.07.2025, through the dedicated application form. The following documents, written in English, must be included:

• Curriculum vitae with publications list and possibly link to the PhD thesis
• List of two or three references (with e-mail addresses)
• A motivation letter, including a brief description of past research experience and future interests (1-2 pages)

For further information, please contact Dr. Oleg Szehr. Incomplete applications, those submitted to incorrect addresses, or those received after the deadline will not be considered. In addition to the required application documents, further documentation (such as a criminal record certificate or a copy of an identity document) may be requested at a later stage.

Seniority level

• Seniority level

  Associate

Employment type

• Employment type

  Full-time

Job function

• Job function

  Research

• Industries

  Higher Education

Referrals increase your chances of interviewing at University of Applied Sciences and Arts of Southern Switzerland by 2x

Sign in to set job alerts for “Postdoctoral Researcher” roles.

Ph.D. positions in the area of algorithms

We’re unlocking community knowledge in a new way. Experts add insights directly into each article, started with the help of AI.