XG Tech PTE. LTD. is seeking a Senior Agent Researcher/Engineer to design and build evaluation-driven Agent systems for smart vehicles. The ideal candidate will have extensive experience with AI/ML fundamentals and a strong engineering background, focusing on optimizing Agent performance and translating research into production-ready solutions
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 real-world constraints.
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 to design and build evaluation-driven Agent systems for smart vehicles. The ideal candidate will have extensive experience with AI/ML fundamentals and a strong engineering background, focusing on optimizing Agent performance and translating research into production-ready solutions.
Skills & Requirements
Must-have
Agent system design and architecture
Evaluation-driven behavior improvement
Scalable automated testing infrastructure
LLM and multimodal model integration
Context management and memory optimization
Nice-to-have
Publications or open-source contributions
Experience in automotive or chip systems
Intelligent cockpit domain knowledge
Research-oriented mindset with engineering execution
Key Requirements
Proven experience deploying Agent systems in production
Strong understanding of AI/ML fundamentals and system design
Hands-on experience with Agent evaluation frameworks