Post-doc
Researchers in Computer Science and Bioinformatics (R2)
Context And
Mission
Professor
Nataša Pržulj is looking for several post-docs to work in machine
learning and network science. They will be developing new
algorithms for computationally hard problems and applying them to
analyzing large-scale molecular and patient data to aid drug
discovery and personalizing treatment. The successful candidates
will work on the prestigious ERC Consolidator grant of Prof.
Pržulj.
The successful candidates will address developing and applying
sophisticated machine learning and network science models and
algorithms. The algorithms will be carefully tuned to extract
relevant biological and medical knowledge from systems-level
real-world molecular and medical data. The aim is to utilize them
to understand the structure of the data that would enable mining
the data for new biological and medical insight that would further
lead to improving diagnostics, discovering new biomarkers,
improving patient stratification and treatment, personalizing
treatment and facilitate rational drug development. The successful
candidates will join a dynamic research group of Prof. Przulj
within BSC. The students will work in a highly sophisticated HPC
environment, will have access to systems and computational
infrastructures, and will establish collaborations with experts in
different areas.
Key Duties
- Conduct high-quality research
- Publish in high impact
journals and conferences
- Present research at national
and international conferences and meetings
- Collaborate with various
research groups across Europe and elsewhere
- Help supervise PhD and MSc
students
- Participate in grant writing
and organizational activities
- Participate in educational and
outreach activities
Requirements
- Education
- PhD in Computer
Science, Mathematics, Physics, Bioinformatics, or a related
field
- Essential Knowledge and
Professional Experience
- Good publication
record for the career stage
- Fluency in spoken
and written English
- Competences
- Good technical
skills including at least several of the following:
algorithms, data analysis, graph, network and complexity
theory, scientific computing, statistics, machine learning,
programming in C, C++, a scripting language and Matlab,
using a parallel computing environment, bioinformatics,
network biology, network medicine, network analytics,
medical informatics.
Apply here: https://www.bsc.es/join-us/job-opportunities/270lsicbr2
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