1.Developing Server System Benchmark test.
(Include SPECcpu, SPECpower ,Linpack…)
2.Productization Server System Benchmark test.
(Include SPECcpu, SPECpower ,Linpack…)
3.Developing AI Server Benchmark test.
(Include MLperf, NCCL/RCCL test…)
4.Productization AI Server Benchmark test.
(Include MLperf, NCCL/RCCL test…)
5.Turning ,Identify & Judged the Benchmark test result.
1. Customize and optimize BMC firmware features based on customer-specific requirements
2. Develop and modify BMC firmware for server platforms, ensuring reliability and compatibility
3. Maintain and continuously improve BMC firmware, including debugging and issue resolution
4. Design and implement features in a Linux-based environment, including drivers, services, networking, web interfaces, and RESTful APIs
5. Collaborate with cross-functional teams (e.g., hardware, BIOS, validation) to clarify technical issues and ensure smooth integration
6. Communicate directly with customers to understand BMC-related needs, provide technical support, and ensure timely delivery of solutions
You will perform Signal Integrity analysis, collaborating with different engineering teams to balance system/product constraints with high speed signals.
【Job Description】
• Perform pre-layout and post-layout simulation flow.
• Create simulation models and develop simulation methodology for SI/PI design.
• Stackup review and layer assignment for High speed and PDN
• Use simulation and lab data to support design troubleshooting and propose corrective actions, drive failure analysis, root cause efforts, and design of experiments to resolve problems.
• Analyze package/PCB PDNs and make design trade-off and negotiate power budgets.
• Explore various design elements including different modules, memories, low/high speed buses, cables, components, their physics of operation, and impacts on system performance.
• Provide system SI design guidance and perform post-layout review and optimization.
• Work closely with EE design team and PCB layout team to optimize SI design based on the simulation data.
• Generate simulation report based on the data with clear SI recommendation.
【Minimum Qualifications】
• Must have an MS or PhD in Electrical Engineering or Electrical and Computer Engineering
• Proved experiences on board level signal and power integrity.
• Board-level system architecture, I/O structures & topologies
• Printed Circuit Board (PCB) design and layout process and methodology
• Experience with signal integrity modeling tools, including 3D EM modeling (Ansys HFSS) and simulation (Agilent ADS or similar) software
• Experience with signal and power integrity analysis tools (ex: HSPICE, Sigrity tools, etc)
• Lab hands on experiences on TDR, VNA, BERTscope, digital scopes
This role might be the one you've been looking for if you are eager to get early access to cutting-edge AI and robotics technologies and be passionate about integrating hardware and software to apply AI in solving real-world challenges!
Join us if you're up for the challenge; also, providing an English CV would be a plus!
#Advanced communication skills in English is a must!
*About the Role:
We are looking for an engineer to build and deploy AI agents that can see and interact with the world through robotics systems. You will be working on everything from setting up hardware to coding intelligent agents for customer demonstrations.
*What You Will Do:
Hardware Setup & Deployment (20-30%)
•Install and configure Nvidia Jetson devices on robots
•Set up vision systems and troubleshoot hardware issues
•Ensure quick deployment for demos and exhibitions
*AI Agent Development (40-50%)
•Build AI agents using Large Language Models (LLMs)
•Work with AI frameworks like LangChain, CrewAI, or Hugging Face
•Connect AI agents to computer vision tools and robot controls
•Use platforms like Nvidia Agent Studio or Autogen for UI development
•Debug and optimize AI pipelines to meet project goals
*Computer Vision (10-20%)
•Work on object detection, image segmentation, or OCR systems
•Train and optimize vision models for robotics applications
•Develop new AI vision tools as needed
*Technical Requirements:
•Programming: Strong Python and PyTorch skills
•AI Frameworks: Experience with at least 1 LLM frameworks (LangChain, CrewAI, Nvidia NanoLLM/Agent Studio, Autogen, n8n, etc.)
•Computer Vision: 2+years experience in CV areas ex. object detection/segmentation
•Edge Computing: Experience with Nvidia Jetson devices
•Optimization: Knowledge of TensorRT, ONNX, or similar inference frameworks
•Development: Git, CI/CD, Linux/Windows environments
*Qualifications:
•Master's degree in Engineering, Computer Science, or related field
•2+ years of hands-on AI/Computer Vision experience
•Strong English communication skills is a must
•Ability to present technical solutions clearly
•Flexible and collaborative team player
若您渴望搶先接觸尖端AI與機器人技術,並希望透過融合硬體與軟體以實現運用AI技術來解決現實世界中會面臨到的問題的話,本職務或許是您正在尋覓的機會!
具體工作內容如下:
部屬與設置硬體設備(20-30%)
1.在機器人上安裝並配置 Nvidia Jetson
2.設置視覺系統並排除硬體設備相關問題
3.展場部屬設置
AI 代理開發(40-50%)
1.使用大型語言模型(LLMs)構建 AI 代理
2.使用 LangChain、CrewAI 或 Hugging Face 等 AI 框架
3.將 AI 代理與電腦視覺工具和機器人控制系統連接
4.使用 Nvidia Agent Studio 或 Autogen 等平台開發 UI
5.除錯並優化 AI 處理流程,以達成專案目標
電腦視覺(10-20%)
1.開發物體偵測、影像分割或光學字元辨識(OCR)系統
2.訓練並優化應用於機器人的視覺模型
3.根據需要開發新的 AI 視覺工具
技術要求:
1.程式設計:熟悉Python 和 PyTorch
2.AI 框架:至少熟悉一種 LLM 框架(如 LangChain、CrewAI、Nvidia NanoLLM/Agent Studio、Autogen、n8n 等)
3.電腦視覺:具備 2 年以上物體偵測或影像分割等相關經驗
4.邊緣運算:有使用 Nvidia Jetson 裝置的經驗
5.優化技術:熟悉TensorRT、ONNX 或類似推論框架
6.開發環境:熟悉Git、CI/CD、自如於 Linux/Windows 環境中工作
必要條件:
1.工程、計算機科學或相關領域之碩士學位
2.至少 2 年以上 AI / 電腦視覺實作經驗
3.具備良好的英語溝通能力(請準備英語簡歷)
4.能清楚表達技術解決方案
5.樂於協作的團隊精神
1. Familiarize, evaluate, and prepare rack components for integration into sample or small-quantity projects.
2. Ensure smooth production by troubleshooting issues, including failure analysis of defective products and enhancement of testing methods.
3. Collaborate with Rack PMs on BOM creation, rack design, material prep, and SOP development during sample build projects.
4. Assist in developing test procedures and conducting new product testing and validation
5. Enhance the quality and reliability of rack systems and products.
6. Assist Rack PMs and Engineers in executing and verifying rack solutions.
7. Support customer integration requests, domestically and internationally