Huidige banen gerelateerd aan PhD Researcher in Adaptive AI/ML-Based Reliability Modeling - Amsterdam, Noord-Holland - Universiteit van Amsterdam


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PhD Researcher in Adaptive AI/ML-Based Reliability Modeling

2 maanden geleden


Amsterdam, Noord-Holland, Nederland Universiteit van Amsterdam Voltijd
Job Description

We are seeking a highly motivated and skilled PhD researcher to join our team at the Universiteit van Amsterdam. The successful candidate will be part of our research group focused on Adaptive AI/ML-Based Reliability Modeling and Optimization for Complex IoT Systems.

Key Responsibilities
  • Conduct high-quality research in the field of Adaptive AI/ML-Based Reliability Modeling and Optimization for Complex IoT Systems.
  • Contribute to our open-source teaching material in Bachelor and Master courses.
  • Supervise Bachelor and Master students.
  • Meet regularly with your academic supervisor to discuss and analyze the technical details of your ongoing research.
  • Possibility to perform research-oriented internships in the industry.
Requirements
  • Completed or soon-to-be completed excellent MSc degree in the field of Computer Science, Computer Engineering, Electrical Engineering, or related discipline.
  • Ability to conduct research in the field of Internet of Things, and related topics: Dependable/Fault-Tolerant Computing Systems, Energy efficient design, Embedded systems, Machine learning/Deep learning, self-optimizing, self-adaptive, self-organizing systems, prediction and optimization.
  • Keen on learning about reliability threats and analysis in modern computing systems, alongside traditional and cutting-edge mitigation techniques, and regularly discussing them with an academic supervisor.
  • Should possess a very good knowledge about Statistics and Probability.
  • Good analytical and problem-solving skills.
  • Fluency in oral and written English, good presentation skills.
What We Offer
  • A temporary contract for 38 hours per week for the duration of 4 years.
  • The gross monthly salary, based on 38 hours per week and dependent on relevant experience, ranges between € 2, to € 3, (scale P).
  • 8% holiday allowance and 8,3% year-end allowance.
  • Multiple fringe benefits, including holiday hours, courses to follow, a complete educational program for PhD students, and more.