Post Doctoral Research Fellow in ICT - Machine Learning for Time Series Modelling

Post Doctoral Research Fellow in ICT - Machine Learning for Time Series Modelling

University of Agder

Grimstad, Norway

The aim of the postdoctoral research fellowship is to advance the state-of-the-art in machine learning techniques for time series modelling, classification and prediction. The work can either focus on fundamental issues such as novel learning algorithms and knowledge representation, or on applications such as health care, energy, safety and security, fraud detection, astronomy, human-computer interaction, bioconservation and others depending on the successful candidate’s interests and experience.

Research topics

Research topics for the post doctoral research fellow include, but are not limited to the following:

  • Machine learning methods (e.g. LSTM) for time series modelling;
  • Recurrent neural networks and reinforcement learning;
  • Application of machine learning methods to real-world time series;
  • Extraction of knowledge from trained neural networks.

The ideal candidate will have expertise in the following areas:

  • Recurrent neural networks;
  • Reinforcement learning;
  • One or more application areas of time series, modelling, classification and prediction.

Admission requirements

The successful applicant should hold a PhD in a related field (e.g. machine learning, artificial intelligence, data mining). To be considered for the position, applicants must have an approved PhD thesis by the closing date of the announcement.

Furthermore, the applicant must have:

  • Relevant academic credentials;
  • Written and spoken English proficiency;
  • Communication and teamwork skills..

Personal suitability, good teamwork skills, inventiveness, and a proactive approach will be emphasised in the evaluation as well as relevant practical experience. The Post-Doctoral Research Fellow will be expected to contribute to an active research community that promotes the personal and professional growth of the post-doctoral candidate. The position places great demands on the applicant’s capacity for independent goal-oriented work, ability to concentrate and attention to detail.

Apply Now

Don't forget to mention EuroScienceJobs when applying.

Share this Job

More Job Searches

University of Agder     Norway     Academic     Computing/Programming     Maths and Computing     Postdoc    

© EuroJobsites 2019

EuroJobsites is a UK registered company number: 4694396 VAT number: GB 880 9055 04

Registered address: EuroJobsites Ltd, Unit 8, Kingsmill Business Park, Kingston Upon Thames, London, KT1 3GZ, United Kingdom

Newsletter | Recruit | Advertise | Privacy | Contact Us

© EuroJobsites 2019

EuroJobsites is a UK registered company number: 4694396 VAT number: GB 880 9055 04

Registered address: EuroJobsites Ltd, Unit 8, Kingsmill Business Park, Kingston Upon Thames, London, KT1 3GZ, United Kingdom

This website uses cookies to make your experience better. Continued use of this website means you accept our cookie policy.  Accept Cookies