FPGA ENGINEER (AI ACCELERATOR / VERSAL AI ENGINE)
Job Description
About the Role:
- FPT Telecom is building the next generation of Edge AI computing solutions. We are looking for a highly skilled FPGA Engineer with specialized experience in AI Acceleration using AMD/Xilinx Versal ACAP architectures. In this role, you will bridge the gap between AI algorithms and hardware execution, developing high-performance, low-latency, and power-efficient AI accelerators for AI Server.
Key Responsibilities:
- AI Hardware Deployment: Compile and deploy AI models (CNNs, Transformers) from frameworks (PyTorch/TensorFlow) to FPGA/SoC hardware using Vitis AI.
- AI Engine (AIE) Programming: Design, implement (in C/C++), and optimize parallel computing algorithms onto the AI Engine array of Xilinx Versal devices.
- Dataflow Optimization: Architect high-throughput data movement between Programmable Logic (PL), Processing System (PS), and AIE using AXI-Stream, DMA, and Network-on-Chip (NoC).
- System Integration: Collaborate with AI Engineers for model quantization (INT8/FP16) and HW Engineers to integrate custom pre/post-processing blocks (Verilog/HLS) into the system.
- Verification & Profiling: Perform hardware-in-the-loop testing, bottleneck analysis, and profiling using Vitis Analyzer on actual evaluation boards.
Requirements
About the Role:
- FPT Telecom is building the next generation of Edge AI computing solutions. We are looking for a highly skilled FPGA Engineer with specialized experience in AI Acceleration using AMD/Xilinx Versal ACAP architectures. In this role, you will bridge the gap between AI algorithms and hardware execution, developing high-performance, low-latency, and power-efficient AI accelerators for AI Server.
Key Responsibilities:
- AI Hardware Deployment: Compile and deploy AI models (CNNs, Transformers) from frameworks (PyTorch/TensorFlow) to FPGA/SoC hardware using Vitis AI.
- AI Engine (AIE) Programming: Design, implement (in C/C++), and optimize parallel computing algorithms onto the AI Engine array of Xilinx Versal devices.
- Dataflow Optimization: Architect high-throughput data movement between Programmable Logic (PL), Processing System (PS), and AIE using AXI-Stream, DMA, and Network-on-Chip (NoC).
- System Integration: Collaborate with AI Engineers for model quantization (INT8/FP16) and HW Engineers to integrate custom pre/post-processing blocks (Verilog/HLS) into the system.
- Verification & Profiling: Perform hardware-in-the-loop testing, bottleneck analysis, and profiling using Vitis Analyzer on actual evaluation boards.
About us
Founded on January 31, 1997, FPT Telecom has become one of the leading Telecommunications and Internet Service Providers. With over 25 years of growth and development, we have established a robust presence across all 63 provinces in Vietnam and expanded into several international markets. Our vision is to see every Vietnamese household using at least one FPT Telecom service, driven by our motto, "All services on one connection." At FPT Telecom, people are our greatest asset. We foster a dynamic, inclusive, and supportive work environment where innovation can thrive. Recognized as the Top 1 Employer of Choice in Telecommunications for 2023 by CareerViet, we invest in continuous training and development, offer attractive compensation packages, and provide comprehensive healthcare benefits. Our work culture promotes collaboration, creativity, and a customer-centric approach, ensuring our employees feel valued and motivated. Join us and make a real impact on the future of telecommunications at FPT Telecom!