PostDoc on Machine-Learning and Big Data Engineering (0,8 - 1,0 fte)

Updated: 2 months ago
Deadline: today

JADS is actively seeking one postdoc for several research and development projects revolving around Big data architectures, data quality, and safety and security of cyber-physical systems. In several projects machine-learning and deep-learning approaches are used for the further analysis of security and safety issues in cyber-physical systems along the stack from infrastructural-code to application-level code. Special emphasis will be placed on how services- and quantum computing can be tailored to leverage this. The prospective candidate will be engaged in the Dutch SENTINEL project (coding and analysis to fight labor exploitation of immigrants)

The Post-Doc will contribute with a development, research dissemination, teaching, and mentoring role during the exploration and improvement of state-of-the-art machine- and deep-learning approaches and develop prototypes for the afore-mentioned analysis thus in the context of sound (Big) Data Engineering and Data Governance research.

The vacancy is opened in the collaboration of the Jheronimus Academy of Data Science (JADS), 's-Hertogenbosch (campus Mariënburg), Tilburg University (TiU), Eindhoven University of Technology (TU/e) and the commercial, industrial and academic partners part of the actions above.

The research will be conducted under supervision of Prof. Dr. Willem-Jan van den Heuvel and Dr. Damian A. Tamburri. The post doc is expected to deliver both long-term results (understanding of machine learning, data engineering and governance, cyber-physical systems, (cyber) security) and mid-term results (algorithms, approaches, high-impact/high-relevance papers, and best practices).

The successful candidate is expected to:

  • Perform scientific research in the domain described;
  • Develop software that implements the algorithms described;
  • Present results at (international) conferences;
  • Publish results in scientific journals;
  • Participate in activities of the group, mainly in 's-Hertogenbosch but sometimes also in Eindhoven or Tilburg or at one of the commercial partners in several locations in Europe.

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