Autonomous Driving AI Safety Research Scientist

HYPERSCAL SOLUTIONS PTE. LTD.; Singapore; On-site; SGD 90,000 - 150,000; Full time

Job summary

Singapore Management University’s School of Computing and Information Systems is seeking a researcher to design scenario modeling methods for ADS testing and to develop algorithms for generating critical test scenarios. The role emphasizes advancing AI safety, publishing high-impact research, and collaborating with a small academic team.

The candidate should have a PhD in a related field, at least 3 years of AI security/ADS testing research, and a strong track record of publications, with

Qualifications

• PhD in CS/IT/IS with focus on CS.
• Minimum 3 years of relevant research in AI security and ADS testing.
• High-quality publications in top-tier software engineering/security/AI journals or conferences.
• Proficiency in Python and PyTorch is required/strongly considered.

Responsibilities

• 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.

Skills

Python

PyTorch

AI security

ADS testing

Software testing

Research

Problem solving

Education

PhD in Computer Science / Information Technology / Information Systems

Tools

ADS testing frameworks

Linux/Unix

TensorFlow

Job description

Singapore Management University’s School of Computing and Information Systems is seeking a researcher to design scenario modeling methods for ADS testing and to develop algorithms for generating critical test scenarios. The role emphasizes advancing AI safety, publishing high-impact research, and collaborating with a small academic team.

The candidate should have a PhD in a related field, at least 3 years of AI security/ADS testing research, and a strong track record of publications, with