Postdoctoral Researcher: Data Science Institute 329 views

The Data Science Institute at the National University of Ireland is inviting applications from suitably qualified candidates for a full-time, fixed term position as a postdoctoral researcher. This position is funded by European Commission under the H2020 programme and by SFI under the Insight-2 project, and is available from 01 December 2020 to contract end date of 30 June 2021 (with a possibility of extension beyond that date).

About the position:
  • The successful candidate will become a key part of the team working on machine learning and explainable AI models for oncology patient stratification based on the risk of post-treatment complications.
  • Participation in the development of the necessary novel computer science concepts and software prototypes is also expected. Some industrial partner liaison activities will be part of the administrative/outreach duties associated with the role.
  • Assisting in biomedical and clinical data collection and integration activities.
  • Developing graph-based predictive models on top of the data (primarily focused on making predictions applicable to stratification of oncological patients based on post-treatment risks, but also to industrially oriented pharma and diagnostics use cases).
  • Participating on the development of explainable predictive models with other NUI Galway team members, project consortium and industrial partners.
  • Active involvement in liaising with industrial partners regarding possible joint applied research projects.

Qualifications:

  • Applicant must hold PhD in Computer Science or related disciplines (awarded or submitted at the very least)
  • Substantial experience with knowledge graph technology and thorough knowledge of machine learning, with special focus on semi-supervised learning (e.g. information diffusion in graphs), representation learning, link prediction and knowledge base completion
  • Good grasp of the explainable AI topic and current trends and demonstrable hands-on experience with advanced machine learning projects (e.g. via GitHub and/or published research)
  • Working knowledge of linked biomedical data relevant to oncology and pharma (e.g. cancer signalling, drug, proteomics and pathway databases or genomic variation datasets)
  • Experience with coordination of research projects and biomedical text mining

How to apply:

Applications including a covering letter, CV and the contact details of three referees should be sent via e-mail (in word or PDF only) to Dr. Vit Novacek at vit.novacek@nuigalway.ie.

—————–Quick Overview————-
Organization National University of Ireland (NUI)
Country Ireland
Fellowship Level Doctoral
Subject areas Computer Science
Fellowship amount Varies
Eligibility Open to all nationalities
Deadline 16 September 2020
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