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).
Want more jobs like this?
Get Software Engineering jobs in Tianjin, China delivered to your inbox every week.
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
Title: SW Researcher
Location: Tianjin
Employment Type: Regular
People Management: Not Required
Position Description
• 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 research
- Lenovo Research in Tianjin - software, system research
- Lenovo Research in Shenzhen - hardware development, electronical engineering
Requirements
Must Have - essential
Experience
- MSc or PhD in computer/information science, electronics engineering, or a related field
- 3+ years' R&D experience in model inference
- Excellent problem analysis and solution ability
Skill, Competency
- Basic and advanced computer vision algorithm design
- Written communication skills in business English for efficient communication with team
- Basic English communication skills
- C/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 environment
- Experience of solving problems in the inference of various models
Skill, Competency
- Experience with machine learning, deep learning frameworks like ONNX, GGML, OpenVINO, Tensorflow, PyTorch
- Experience with model optimization like model fixed-point quantization, sparse computing
- Experience with OpenCL, DirectML, CUDA code on GPU, NPU or FPGA
- Experience with AI algorithms and models, such as Transformer, CNN, SD, LAM
Additional Locations:
* China - Tianjin - 天津（Tianjin）