Research Engineer

2 weeks ago

Central Region, Singapore Singapore Management University Full time $90,000 - $120,000 per year

The candidate will be responsible for conducting research on SOTIF testing, failure analysis, and failure mitigation for ADSs. The aim is to generate critical scenarios that cause motion failures of autonomous vehicles, perform a thorough analysis of the root cause of these failures, and develop new algorithms to mitigate them. Successful candidate will be part of an active research team led by Prof Xie Xiaofei from School of Computing and Information Systems (SCIS), Singapore Management University (SMU).

  • 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.
  • Other duties as assigned.

Qualifications

  • Minimum Master's degree in Computer Science, Information Technology, Information Systems or closely related disciplines from a reputable institution of higher learning.
  • Minimum 5 years of relevant research experience in ADS testing, motion planning, and deep learning.
  • Proficiency in programming software/languages such as Python and SVL/CARLA will be positively considered.
  • Proven track record and professional experience in ADS testing and motion planning.
  • Demonstrated experience and know-how on ADS testing and robust motion planning.
  • Excellent working knowledge of some simulators (e.g., CARLA, SVL ) and ADSs (e.g., Apollo, Autoware).
  • Technical skills in ADS testing and learning-based motion planning.
  • Ability to break down complex problems and design effective solutions.
  • Innovating new approaches and thinking outside the box.
  • Applicants with research publications in software engineering, intelligent vehicles, and robotics 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

LI-JN2

  • Research engineer

    2 weeks ago

    Central Region, Singapore Denka Life Innovation Research Pte Ltd Full time $90,000 - $120,000 per year

    Company DescriptionDenka is a chemical manufacturing company headquartered in Japan. Denka group, founded in 1915 celebrating its 110th anniversary this year, has continued to develop and provide unique technologies and products to contribute to the advancement of society since its establishment through chemicals manufacturing. Our business portfolio...

  • Research Assistant

    2 weeks ago

    Central Region, Singapore Chugai Pharmabody Research Pte. Ltd. Full time $104,000 - $130,878 per year

    Chugai Pharmabody Research Pte. Ltd. ("CPR") was established in Singapore as a wholly-owned subsidiary of Chugai Pharmaceutical Co., Ltd (Chugai), a member of Roche group, in January 2012 and started operations on July 2, 2012. Located at Biopolis in Singapore, it aims to generate new antibody drugs based on Chugai's proprietary antibody engineering...

  • Research Engineer

    1 week ago

    Central Region, Singapore National University of Singapore Full time $104,000 - $130,878 per year

    Company description: The National University of Singapore is the national research university of Singapore. Founded in 1905 as the Straits Settlements and the Federated Malay States Government Medical School, NUS is the oldest higher education institution in SingaporeJob description: Job DescriptionResearch Engineer position in the Department of Materials...

  • Research Engineer

    2 weeks ago

    Central Region, Singapore National University of Singapore Full time $60,000 - $100,000 per year

    Company description: The National University of Singapore is the national research university of Singapore. Founded in 1905 as the Straits Settlements and the Federated Malay States Government Medical School, NUS is the oldest higher education institution in SingaporeJob description: Job DescriptionThe Department of Civil & Environmental Engineering,...

  • research engineer

    2 weeks ago

    Central Region, Singapore National University of Singapore Full time $104,000 - $130,878 per year

    Company description: The National University of Singapore is the national research university of Singapore. Founded in 1905 as the Straits Settlements and the Federated Malay States Government Medical School, NUS is the oldest higher education institution in SingaporeJob description: The RoleAre you passionate about solving complex logistics and supply...

  • Research Engineer

    2 weeks ago

    Central Region, Singapore National University of Singapore Full time $60,000 - $120,000 per year

    Company description: The National University of Singapore is the national research university of Singapore. Founded in 1905 as the Straits Settlements and the Federated Malay States Government Medical School, NUS is the oldest higher education institution in SingaporeJob description: Job Description...Qualifications...More InformationLocation: Kent Ridge...

  • Research Engineer

    2 weeks ago

    Central Region, Singapore National University of Singapore Full time $60,000 - $120,000 per year

    Company description: The National University of Singapore is the national research university of Singapore. Founded in 1905 as the Straits Settlements and the Federated Malay States Government Medical School, NUS is the oldest higher education institution in SingaporeJob description: Job Description...Qualifications...More InformationLocation: Kent Ridge...

  • Software Engineer

    2 weeks ago

    Central Region, Singapore Denka Life Innovation Research Pte Ltd Full time $90,000 - $120,000 per year

    Position: Software engineer (Image Processing)Company DescriptionDenka is a chemical manufacturing company headquartered in Japan. Denka group, founded in 1915 celebrating its 110th anniversary this year, has continued to develop and provide unique technologies and products to contribute to the advancement of society since its establishment through chemicals...

  • Research Engineer

    2 weeks ago

    Central Region, Singapore National University of Singapore Full time $104,000 - $130,878 per year

    Company description: The National University of Singapore is the national research university of Singapore. Founded in 1905 as the Straits Settlements and the Federated Malay States Government Medical School, NUS is the oldest higher education institution in SingaporeJob description: Job DescriptionA full stack software engineer is needed, with technical...

  • Research Engineer

    2 weeks ago

    Central Region, Singapore Singapore Management University Full time $80,000 - $120,000 per year

    The candidate will be responsible for implementing proposed research methods on a project about LLM-based Fact Checking funded by one of the major funding agencies in Singapore. Successful candidate will be part of an active research team led by PI/Co-PI in the School of Computing and Information Systems, Singapore Management University in collaboration with...