Senior Scientist, GNSS-Resilient Vehicle Positioning

A*STAR - Agency for Science, Technology and Research; Singapore; On-site; SGD 70,000 - 90,000; Full time

Job summary

A*STAR - Agency for Science, Technology and Research in Singapore is looking for a Research Scientist to develop next-generation urban road usage charging systems. The role involves creating robust algorithms for vehicle positioning amidst GNSS disruptions. Candidates should possess strong C++ and Python skills, experienced in data analytics, and machine learning. The position requires engagement with stakeholders and a solid understanding of system design for integrated solutions. Ensuring system resilience and accuracy are crucial parts of this project.

Qualifications

• Strong software development skills in C++ and Python with hands-on system design experience.
• Ability to engage with stakeholders to formulate use cases and requirements.
• Expertise in data analytics and applying machine learning techniques.

Responsibilities

• Develop algorithms for detecting jamming, spoofing, and blocking of GNSS data.
• Conduct field trials to validate algorithm performance in various environments.
• Develop INS-based dead reckoning algorithms using Kalman Filter variants.

Skills

C++

Python

AI-assisted development workflows

Data analytics

Signal processing algorithms

Machine learning techniques

Large-scale data mining

Job description

A*STAR - Agency for Science, Technology and Research in Singapore is looking for a Research Scientist to develop next-generation urban road usage charging systems. The role involves creating robust algorithms for vehicle positioning amidst GNSS disruptions. Candidates should possess strong C++ and Python skills, experienced in data analytics, and machine learning. The position requires engagement with stakeholders and a solid understanding of system design for integrated solutions. Ensuring system resilience and accuracy are crucial parts of this project.