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云原生AI平台开发工程师

AT Lenovo
Lenovo

云原生AI平台开发工程师

Tianjin, China

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).

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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

工作内容:

1. 负责AI平台开发及优化工作

2. 负责机器学习多个方向的工作,包括:模型训练、模型推理、资源调度、任务调度、模型管理、工作流编排等

3. 负责多种异构资源如GPU、CPU等编排调度,提升集群的整体资源利用率。

任职资格:

1. Python、R等编程语言及数据处理工具,如Pandas、NumPy等,进行数据的清洗、转换和预处理;

2. 熟悉主流的大模型微调技术(Prefix Tuning/Prompt Tuning/LoRA/RLHF等);

3. 有大模型训练数据开发、推理数据开发、数据维护相关经验;

4. 有测评数据集相关开发经历,有数据集质量要求管理的相关经验;

5. 熟悉主流模型预训练/微调数据集;

6. 具有Kubernetes使用经验优先。

Additional Locations:
* China - Tianjin - 天津(Tianjin)

Client-provided location(s): Tianjin, China
Job ID: Lenovo-WD00070910
Employment Type: Full Time