Embedded AI Software Engineer 嵌入式人工智慧工程師_CTO Office (Taipei)
台達電子工業股份有限公司 _DELTA ELECTRONICS INC. Embedded AI Software Engineer 嵌入式人工智慧工程師_CTO Office (Taipei)
Description
About the job
Advanced technology team in Delta's CTO Office acts as an engine of innovation, discovering new technologies for business applications. The core mission is to cultivate Delta's long-term capabilities by synergizing technological advancements with considerations for sustainable competitiveness.
We are seeking a talented and motivated Embedded AI Software Engineer to join our dynamic team. This role is a unique blend of hardware-aware software engineering and product development, focused on bridging the gap between state-of-the-art machine learning models and resource-constrained embedded systems. You will be responsible for the critical software stack of our edge AI solutions, driving graph compilation, runtime optimization, and kernel-level integration to achieve extreme performance tuning and robust deployment in real-world scenarios.
Responsibilities
Model Optimization & Deployment : Advanced model compression and low-bit quantization (INT8/INT4) to transform complex AI workloads into resource-efficient binaries, ensuring optimal model execution on constrained edge devices.
HW/SW Integration: Develop low-level system software and kernel drivers to interface with heterogeneous HW accelerators. Optimize hardware-aware memory management and DMA mechanisms to eliminate execution and communication bottlenecks.
Testing, Validation & Maintenance: Conduct systematic performance profiling and architectural bottleneck analysis across diverse HW devices. Validate accuracy-latency trade-offs and manage full-lifecycle software maintenance to ensure long-term edge deployment reliability.