Doctoral Researcher in Chemometrics / Machine Learning
Friedrich Schiller University is a traditional university with a strong research profile rooted in the heart of Germany. As a university covering all disciplines, it offers a wide range of subjects. Its research is focused on the areas Light-Life-Liberty. It is closely networked with non-research institutions, research companies and renowned cultural institutions. With around 18,000 students and more than 8,600 employees, the University plays a major role in shaping Jena's character as a cosmopolitan and future-oriented city.
The DFG-funded Collaborative Research Centre 1076 "AquaDiva - Understanding the Links between Surface and Subsurface Biogeosphere" is an ambitious research centre at Friedrich Schiller University. Its integrated research training group IRTG AquaDiva is educating doctoral researchers in a structured, interdisciplinary training program (
) and invites applications for PhD positions in various fields of research.
The Institute of Physical Chemistry seeks to fill the position of a
Doctoral Researcher in Chemometrics / Machine Learning (m/f/d)
commencing on September 1, 2021 or at the earliest possible datein the project "Microbial Responses to Infiltration Inputs into Groundwater of the Hainich CZE" (A03).
Background
In project A03, different Raman techniques in combination with microfluidics will be used for the detection and sorting of isotopically labeled single bacterial cells. In this subproject, the Raman and CRS data will be used to establish different adapted chemometric / machine learning algorithms in order to differentiate normal from isotopically labeled bacteria. Here, a special emphasis will be on algorithms for the analysis of spectra from multi-labeling experiments. The output of these algorithms will then be used as triggering signal for the microfluidic device.Your responsibilities:
- Research on chemometrics and machine learning for the discrimination of bacteria
- Supervised and unsupervised learning for separation of bacteria according to their labelling profile
- Work on a scientific qualification project: doctorate
- Writing and publishing scientific papers in peer-reviewed journals
- Presenting results at national and international conferences
Your profile
- M.Sc. degree in Natural Sciences (e.g., chemistry, physics, computer science, or mathematics or related discipline) is necessary; candidates expected to earn their degree by September 2021 are welcome to apply
- Solid knowledge of statistics and/or mathematics and profound programming skills in a higher programming language (Matlab, R, Python) is expected
- Excellent technical skills in: machine learning, data mining, multivariate statistics, mathematical modelling, statistics, image analysis
- Excellent English communication skills, both written and spoken, are desirable
- Enthusiasm to play an active role in the interdisciplinary research team of AquaDiva
- Highly motivated and creative individuals with an interest to shape their own thesis project
We offer:
- A doctoral researcher position with generous research funding and the possibility of a three-month research stay abroad
- Participation in a strongly interdisciplinary research project and diverse experimental and theoretical approaches, combined with the opportunity for research on an innovative and unique Critical Zone research platform
- A communicative atmosphere within an international scientific network of universities and research institutes providing top-level research facilities, equipment and infrastructure
- A comprehensive mentoring programme with supervision by a team of advisors and qualification and development measures in the frame of the IRTG AquaDiva and embedded with the Jena Graduate Academy
- A family-friendly working environment with a variety of offers for families, and University health promotion including a wide range of University sports activities
- Remuneration based on the provisions of the Collective Agreement for the Public Sector of the Federal States (TV-L) at salary scale E13 - depending on the candidate's personal qualifications-, including a special annual payment in accordance with the collective agreement
This is a part-time position with 65% of the working hours of a full-time employee (26 hours per week).
The project is supervised by Prof. Dr. J. Popp; the place of work will be Jena - City of Science.
FSU Jena and CRC AquaDiva seek to increase the number of women in those research areas where they are underrepresented and therefore explicitly encourage women to apply. Candidates with severe disabilities will be given preference in the case of equal qualifications and suitability.
Are you eager to work for us? Then submit your application, addressed to Prof. Dr. Jürgen Popp and stating the vacancy ID 166/2021, by 4 July 2021 to our online application portal at
.
All applications should be in English and include (in one PDF file, max. size 15 MB) at least the following:
- Cover letter (max. 1 page, describing your motivation, research interests, and relevant experiences)
- Curriculum vitae (max. 2 pages, including contact details of at least two scientific references)
- Scans of certificates, diplomas, and other (e.g., Master's and Bachelor's certificate - if not in English or German, please provide a translation)
Queries concerning the application process should be directed to the IRTG coordinator, Dr. Anke Hädrich (
); for project-related questions, please contact Dr. Petra Rösch (
) or PD Dr. Thomas Bocklitz (
).
More project details can be found at
.
For further information for applicants, please also refer to
(in German)
Please also note the information on the collection of personal data at
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