COMPANY DESCRIPTION

Singapore Management University is a place where high-level professionalism blends together with a healthy informality. The family-like atmosphere among the SMU community fosters a culture where employees work, plan, organise and play together - building a strong collegiality and morale within the university.

Our commitment to attract and retain talent is ongoing. We offer attractive benefits and welfare, competitive compensation packages, and generous professional development opportunities - all to meet the work-life needs of our staff. No wonder, then, that SMU continues to be given numerous awards and recognition for its human resource excellence.

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.

OTHER INFORMATION

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Please note that your application will be sent to and reviewed by the direct employer - Singapore Management University

Research Scientist , SCIS