Auf einen Blick
- Aufgaben: Masters-Praktikum in maschinellem Lernen und Bio-Bildanalyse.
- Arbeitgeber: Leibniz-Institut für Analytische Wissenschaften - ISAS - e. V., ein Forschungsinstitut mit Schwerpunkt auf analytischen Methoden für die Gesundheitsforschung.
- Mitarbeitervorteile: Möglichkeit zur Entwicklung von Open-Source-Paketen, internationale Zusammenarbeit.
- Warum dieser Job: Arbeiten an realen biomedizinischen Forschungsproblemen mit modernsten maschinellen Lernmethoden.
- Gewünschte Qualifikationen: Masterstudium in IT, Informatik, angewandter Mathematik, biomedizinischer Technik oder verwandten Ingenieurwissenschaften; Grundkenntnisse in maschinellem Lernen und Erfahrung mit PyTorch.
- Andere Informationen: Praktikum beginnt sofort und ist zunächst auf 6 Monate befristet.
Das voraussichtliche Gehalt liegt zwischen 500 - 1500 € pro Monat.
The Leibniz-Institut für Analytische Wissenschaften – ISAS – e. V. is a research institute dedicated to
the development and improvement of analytical methods and tools for health research and related
fields. The ISAS is a member of the Leibniz Association and is publicly funded by the Federal Republic of
Germany and its federal states.
In the group of Analysis of Microscopic BIOMedical Images (AMBIOM) within the department
Biospectroscopy in Dortmund we invite applications for
Masters Intern (machine learning and bioimage analysis) (m/f/d)
In this group we have an opportunity for Masters Internship project to conduct machine learning
research on bioimage analysis problems. Currently, the AMBIOM group has extensive collaborations with
local, national, and international partners on a wide range of bioimage analysis problems, such as cell
tracking, high dimensional image segmentation, in-silico labeling, image registration, etc. We are
developing machine learning based algorithms and tools to address these bioimage analysis problems,
which are all driven by real biomedical research. Depending the background and interest, the student
will have the opportunity to join a specific project to develop novel machine learning solutions during
the thesis project for six months or more.
Your tasks:
- Literature study on related bioimage analysis and machine learning publications;
- Implement baseline solutions, conduct systematic comparison, and investigate potential
improvements; - Summarize the project as an open-source package and/or open-access publication.
Your profile:
-
Enrolled in the Masters programs for IT, computer science, applied mathematics, biomedical
engineering, or related engineering fields; -
Basic knowledge of machine learning, especially deep learning;
-
Hands-on experience with implementing machine learning methods (related to images) using
PyTorch; -
Basic knowledge of biomedical image analysis is a plus;
-
Ability to work in team, critical thinking and solution-oriented approach;
-
Good communication and presentation skills in English.
The Masters Internship is available immediately and initially offered for 6 months. ISAS supports the
principle of equal opportunity for all employees and would therefore particularly encourage women to
apply. Applications from severely disabled people are welcome.
ISAS collects and processes the personal data of its applicants in accordance with European and
German legal regulations. Further information on data protection and the processing of personal data
can be found at www.isas.de/datenschutzhinweise-fuer-bewerberinnen-und-bewerber.
Applications should contain: A cover letter with a short presentation of yourself, which ideally
underlines your interest in working at ISAS and your particular suitability for the position advertised,
your curriculum vitae as well as a copy of your Bachelor diploma. Please send your complete and
informative application documents as a pdf document by 31 October 2023, quoting the reference
number 237/2023, by e-mail to bewerbungen@isas.de . Informal requests are welcome and can be
directed to the Human Resources Office (bewerbungen@isas.de). Further information about the
institute can be found at: http://www.isas.de.
Masters Intern Arbeitgeber: Leibniz-Institut für Analytische Wissenschaften - ISAS - e. V.
Kontaktperson:
Leibniz-Institut für Analytische Wissenschaften - ISAS - e. V. HR Team
bewerbungen@isas.de