Data-analysis for DNA-protein interactions and drug development

Leiden Bio Science Park; Leiden; On-site; EUR 30,000 - 40,000; Full time

Job summary

Leiden Bio Science Park is looking for a student to implement algorithms that analyse DNA-protein interactions. Your role will focus on areas such as image processing, AI, and pattern recognition. You will work independently, document your findings, and improve algorithms based on user feedback.

The ideal candidate is motivated, detail-oriented, and currently enrolled in a Master’s programme related to bioinformatics or computational methods.

Qualifications

• Motivation to work in a start-up environment and develop computational methods.
• Ability to work carefully and independently with an open mindset.
• Interest in quantitative approaches to biological problems.

Responsibilities

• Implement, adapt, and test algorithms for image processing and machine learning.
• Document and communicate findings to stakeholders.
• Collect feedback to improve user experience.
• Study literature and explore datasets related to the biological question.

Skills

Image processing

AI/machine learning

Statistical analysis

Data visualization

Programming in Python

Education

Master's programme in Nanobiology, Computer Science, Mathematics, or Bioinformatics

Job description

Project Description

Implement algorithms to analyse and understand DNA-protein interactions. Depending on student preference and background, the project can focus on one or more of the following: image processing of fluorescence microscopy data, AI/machine learning for pattern recognition, single particle tracking, statistical analysis of protein trajectories, and intuitive data visualization.

Key Responsibilities / Tasks

• Implement, adapt, and test algorithms (e.g., for image preprocessing, spot detection, single particle tracking, or classification using machine learning) in a suitable programming environment like Python.
• Document and communicate to different stakeholders.
• Help collect feedback to improve user experience.
• Gain an overview of the biological question and relevant computational approaches by studying selected literature and exploring example datasets and tools.

Required Skills / Background

• Motivation to work in a start-up environment and to develop or apply computational methods.
• Ability to work carefully and independently, open‑mindset.
• Enrolled in a relevant Master’s programme (e.g., Nanobiology, Computer Science, Mathematics, Bioinformatics, or related field) with an interest in quantitative approaches to biological problems.