General Information Req # WD00071847 Career area: Hardware Engineering Country/Region: China State: Tianjin City: 天津（Tianjin） Date: Thursday, September 19, 2024 Working time: Full-time Additional Locations:  * China - Tianjin - 天津（Tianjin） Why Work at Lenovo We are Lenovo. We do what we say. We own what we do. We WOW our customers. 
Lenovo is a US$57 billion revenue global technology powerhouse, ranked #248 in the Fortune Global 500, and serving millions of customers every day in 180 markets. Focused on a bold vision to deliver Smarter Technology for All, Lenovo has built on its success as the world’s largest PC company with a full-stack portfolio of AI-enabled, AI-ready, and AI-optimized devices (PCs, workstations, smartphones, tablets), infrastructure (server, storage, edge, high performance computing and software defined infrastructure), software, solutions, and services. Lenovo’s continued investment in world-changing innovation is building a more equitable, trustworthy, and smarter future for everyone, everywhere. Lenovo is listed on the Hong Kong stock exchange under Lenovo Group Limited (HKSE: 992) (ADR: LNVGY). 
This transformation together with Lenovo’s world-changing innovation is building a more inclusive, trustworthy, and smarter future for everyone, everywhere. To find out more visit www.lenovo.com, and read about the latest news via our StoryHub. Description and Requirements

■Roles and responsibilities

Lenovo Research (LR) is the R&D division of Lenovo and has always been committed to pushing forward the development of information technology, smart devices, and services, keeping delivering cutting-edge technologies that have been built into Lenovo’s high-tech products and services.

This position is to work as an NPU inference engineer in a team of PC Innovation and Ecosystem (PCIE) Lab, research industry architecture and develop Lenovo universal inference platform to support all Lenovo models and dNPU hardware.

We are looking for a passionate candidate who is experience in dNPU tools chain and model structure.

Role and Responsibility

Responsible for the research and development of AI algorithms, including but not limited to deep learning, machine learning, natural language processing and other related algorithms.Participate in the requirement analysis and decomposition of the reasoning system and cooperate with the architecture team to gradually improve the hardware and software architecture.According to project requirements, familiar with the corresponding algorithm model, and optimize and improve it.Responsible for writing and maintaining relevant technical documents

■Key Interaction with:

Lenovo Research in Beijing – software, system researchLenovo Research in Tianjin – software, system researchLenovo Research in Shenzhen – hardware development, electronical engineering

Requirements

Must Have – essential

Experience

MSc or PhD in computer/information science, electronics engineering, or a related field3+ years’ R&D experience in model inferenceExcellent problem analysis and solution ability

Skill, Competency

Basic and advanced computer vision algorithm designWritten communication skills in business English for efficient communication with teamBasic English communication skillsC/C++, Python and other programming languages, with good programming habits and code norms.Linux/Windows platform development experience

Good to have - desirable

Experience

Experience of collaborating with other researchers or engineers in a global work environmentExperience of solving problems in the inference of various models

Skill, Competency

Experience with machine learning, deep learning frameworks like ONNX, GGML, OpenVINO, Tensorflow, PyTorchExperience with model optimization like model fixed-point quantization, sparse computingExperience with OpenCL, DirectML, CUDA code on GPU, NPU or FPGAExperience with AI algorithms and models, such as Transformer, CNN, SD, LAM
Additional Locations:  * China - Tianjin - 天津（Tianjin） * China * China - Tianjin * China - Tianjin - 天津（Tianjin）