Research data and software engineer in spatial/single-cell omics
CDD · Autre
· 36 mois
(renouvelable)
Bac+5 / Master
European Molecular Biology Laboratory (EMBL) · Heidelberg (Allemagne)
Date de prise de poste : 1 novembre 2022
Mots-Clés
data science
data analytics
bioinformatics
informatics
physics
mathematics
software engineer
omics
machine learning
AI
artificial intelligence
Description
The Diz-Muñoz group together with the Korbel group at the European Molecular Biology Laboratory (EMBL) are seeking a highly-motivated data scientist, computational biologist or bioinformatician who will work as a research data and software engineer in spatial/single-cell omics. The successful candidate will provide algorithmic and data analysis support to allow linking cutting-edge spatial and single-cell transcriptomics datasets from human donors and cancer patients with biomechanical datasets.
Your role
You will be involved in as well as provide support in the set up, implementation and optimization of computational methods that bridge and integrate between various large-scale spatial molecular measurements which includes: spatial omics, mechanical measurements of tissue stiffness, and single cell methods to resolve spatial data to individual cell layers. The scope of work will encompass data management of large-scale spatial molecular and mechanical data, QC, segmentation and processing, and all levels of analysis in collaboration with scientists in the Diz-Muñoz and Korbel groups. The role provides opportunities to train others in courses and through one-to-one support/training interactions.
The successful candidate will be able to interact with a community of experts including a large support network in data science, omics and imaging at EMBL. Successful applicants will have the ability to constantly expand their skill set through a rich set of courses and conferences at the EMBL.
The candidate will interact with “wet lab” and computational scientist in the Diz-Muñoz and Korbel groups and will be responsible to/for:
- Mapping single cell (e.g. scRNAseq) to spatial omics data.
- Integrating spatial transcriptomics, single cell transcriptomics and associated datasets (in particular, data on the biomechanical stiffness of tissues).
- Quality control. Data and metadata organisation and management.
You have
- Either a PhD, or a MSc with several years of work experience in Bioinformatics, Computational Biology, Computer Science, Mathematics, Physics or a related field. The ideal candidate would have proficiency in python and R.
- Ideally you will have worked with single-cell and/or spatial omics datasets in the past. There are suitable training opportunities at EMBL to further develop your skill set.
- The ideal applicant should have demonstrated the ability to work independently, and ideally also creatively.
- The candidate should have excellent communications skills and be able to articulate clearly the technical needs, set clear goals and work within an interdisciplinary setting, communicating with other scientists.
You might also have
- Expertise in machine learning
- Expertise in cloud computing
Why join us
The Korbel group is a ‘hybrid’ laboratory in which computational biologists and experimentalists collaborate tightly to obtain new insights into human disease and molecular mechanisms. The group is using bulk as well as single cell-based and spatial omics approaches for investigating mechanisms behind complex phenotypes in humans, ranging from common diseases including cancer to ageing. Mechanical properties of the cell’s environment are also well known to be highly relevant in many processes during development and pathology. The Diz-Muñoz group’s primary interest lies in understanding the reciprocal interactions between physical forces and cellular signalling cascades, with special focus on the mechanics of the cell surface and the adjacent extracellular environment. The successful candidate will join a dynamic team and contribute to their research within a highly collaborative, interdisciplinary, cutting-edge environment.
EMBL is an inclusive, equal opportunity employer offering attractive conditions and benefits appropriate to an international research organisation with a very collegial and family friendly working environment. The remuneration package comprises a competitive salary, a comprehensive pension scheme, medical, educational and other social benefits, and the availability of an excellent child care facility on campus.. You will be involved in many ongoing cutting-edge projects and activities and will collaborate with experts from the scientific community and have the possibility to acquire new state-of-the-art skills.
What else you need to know
We are Europe’s flagship research laboratory for the life sciences – an intergovernmental organisation performing scientific research in disciplines including molecular biology, physics, chemistry and computer science. We are an international, innovative and interdisciplinary laboratory with more than 1900 employees from many nations, operating across six sites, in Heidelberg (HQ), Barcelona, Hinxton near Cambridge, Hamburg, Grenoble and Rome.
EMBL is a signatory of DORA. Find out how we implement best practices in research assessment in our recruitment processes here.
Offre publiée le 26 septembre 2022, affichage jusqu'au 5 octobre 2022