jobs in Singapore Management University

全职 Research Scientist (contract till 31 July 2027), SCIS 工作, 薪水, Singapore Management University 公司招聘中 - Ricebowl

Research Scientist (contract till 31 July 2027), SCIS

Singapore Management University

全职

Singapore

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工作地点

  • Singapore

职位描述

岗位职责

Responsibilities

  • This position is for School of Computing and Information Systems (SCIS).
  • Design scenario modeling methods for ADS testing.
  • Design algorithms for critical scenarios generation;
  • Develop methods for failure analysis and root cause analysis of critical scenarios;
  • Develop methods to mitigate failures and improve ADS safety;
  • Investigate robust motion planning for ADSs that can tolerate module failures in ADSs.
  • Write research papers.
  • Other duties as assigned.

Qualifications

  • Minimum PhD degree in Computer Science, Information Technology, Information Systems or closely related disciplines with particular focus on Computer Science.
  • Minimum 3 years of relevant research experience in AI security, Autonomous Driving System testing.
  • High-quality publications in top-tier software engineering/security/AI journals or conferences.
  • Proficiency in programming software/languages such as Python and Pytorch will be positively considered/ is required.
  • Proven track record and professional experience in ADS testing, AI testing and software anlysis.
  • Demonstrated experience and know-how on testing and repair AI systems, particular on ADS systems.
  • Excellent working knowledge of machine learning, trustworthy AI and software testing.
  • Technical skills in ADS testing, software testing and bug fixes.
  • Ability to break down complex problems and design effective solutions.
  • Innovating new approaches and thinking outside the box.
  • Applicants with research publications in AI security, software engineering and cybersecurity area will be advantageous.
  • Ability to work cooperatively as part of a small, agile academic research team is essential.
  • Self-motivated individual who can work independently and collaboratively with team members.

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