Not specified (assumed flexible based on company culture).
Designing agent systems
Llm-based application development
Evaluation frameworks
XG Tech PTE. LTD. is seeking a Senior Agent Researcher/Engineer in Singapore to design and build evaluation-driven agent systems for advanced smart vehicle applications. The ideal candidate will have strong AI/ML fundamentals and experience in developing complex AI systems, particularly in production environments
Job Summary
XG Tech is driving the future of smart vehicles by empowering the digital transformation of automobiles from distributed to centralized platforms.
The role focuses on designing observable, maintainable, and optimizable Agent architectures that balance performance and cost in production environments.
Candidates must demonstrate the ability to translate cutting-edge research in LLMs and multi-agent systems into practical, production-ready solutions.
Matching Summary
Match Score: 85
XG Tech PTE. LTD. is seeking a Senior Agent Researcher/Engineer in Singapore to design and build evaluation-driven agent systems for advanced smart vehicle applications. The ideal candidate will have strong AI/ML fundamentals and experience in developing complex AI systems, particularly in production environments.
Skills & Requirements
Must-have
designing Agent systems
LLM-based application development
evaluation frameworks
automated testing infrastructure
multi-agent system architecture
Nice-to-have
publications in AI research
open-source contributions
experience with intelligent cockpit systems
automotive industry background
chip integration experience
Key Requirements
Proven experience deploying Agent systems in production
Strong understanding of AI/ML fundamentals and system design
Hands-on experience with automated experimentation or A/B testing