荷兰爱因霍芬科技大学2021年招聘博士后（机器学习和大数据工程）

PostDoc On Machine-Learning And Big Data Engineering (0,8 - 1,0 Fte)

Eindhoven University Of Technology

Description

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

Position

(Post-doctoral) Researcher

Department(s)

Mathematics and Computer Science

Institutes and others

JADS Den Bosch

FTE

0,8

Date off

12/11/2021

Reference number

V32.5288

Job description

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.

Profile 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.

Job requirements

Candidates should:

Obtained a PhD in a relevant discipline, or will obtain a PhD within 3 months,

Have a MSc. in Mathematics, Statistics, Computer Science, Computer Engineering, AI or a related discipline;

Have a strong interest in data engineering and governance, machine- learning and deep-learning;

Have excellent programming skills and be highly motivated, be rigorous and disciplined when developing algorithms and software according to high quality standards;

Have good technical understanding of the statistical models used in data science and machine learning;

Have knowledge of, or a willingness to familiarize themselves with, current research into machine learning for software engineering quality evaluation;

Have a commitment to develop algorithms that analyze Big Data from software-defined infrastructures as well as Big Code;

Be a fast learner, autonomous and creative, show dedication and be hard working;

Possess good communication capabilities and be an efficient team worker;

Be fluent in English, both spoken and written.

Conditions of employment

The junior researcher will be employed at Tilburg University. We offer:

A 0.8-1.0 fte agreement for one year

The position will be ranked in the Dutch university job ranking system (UFO) as researcher 4. The starting gross salary for a full-time appointment is (minimally)