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PhD on Machine learning for Accelerated Screening of Supramolecular Biomaterials

Research / Academic
Eindhoven

Eindhoven University of Technology (TU/e) is seeking a bright PhD candidate to setup a high-throughput screening lab for supramolecular biomaterials. The goal of the PhD is to setup a machine learning workflow for high-throughput screening of biomaterials. The PhD is part of the Groeifonds program 'Big Chemistry' and you will work with other PhD students and post-docs on this topic.

The successful candidate should be excited about applying machine learning to cell biology and chemistry, specifically setting up a workflow based on active learning . Doctoral research will be part of wider and exciting efforts currently spearheaded within the Synthetic Biology group led by prof. dr. Tom de Greef.

Requirements:

We are accepting applications from enthusiastic and highly talented candidates who are interested in a dynamic, stimulating, and ambitious environment to perform their research. We are looking for candidates that meet the following requirements:

  • A master's degree (or an equivalent university degree) in chemical engineering and/or (bio)informatics.
  • Prior experience with machine learning and/or laboratory automation.
  • Prior experience with Python.
  • A research-oriented attitude with an analytical mindset.
  • Ability to independently work within a dynamic team and to foster collaborations.
  • Fluent in spoken and written English.


The position will be based at the Eindhoven University of Technology (TU/e) in the Netherlands. Doctoral research will be performed within the Synthetic Biology group in the Department of Biomedical Engineering under the supervision of prof. dr. Tom de Greef, in close collaboration with the groups of prof. dr. Patricia Dankers (Supramolecular Biomaterials) and dr. Francesca Grisoni (Molecular Machine Learning).

Salary Benefits:

A meaningful job in a dynamic and ambitious university, in an interdisciplinary setting and within an international network. You will work on a beautiful, green campus within walking distance of the central train station. In addition, we offer you:

  • Full-time employment for four years, with an intermediate evaluation (go/no-go) after nine months. You will spend 10% of your employment on teaching tasks.
  • Salary and benefits (such as a pension scheme, paid pregnancy and maternity leave, partially paid parental leave) in accordance with the Collective Labour Agreement for Dutch Universities, scale P (min. €2,872 max. €3,670).
  • A year-end bonus of 8.3% and annual vacation pay of 8%.
  • High-quality training programs and other support to grow into a self-aware, autonomous scientific researcher. At TU/e we challenge you to take charge of your own learning process.
  • An excellent technical infrastructure, on-campus children's day care and sports facilities.
  • An allowance for commuting, working from home and internet costs.
  • A Staff Immigration Team and a tax compensation scheme (the 30% facility) for international candidates.
Work Hours:

38 hours per week

Address:

De Rondom 70