高级人工智能工程师(LLM应用)_VM

Bosch

Bosch

Suzhou, Jiangsu, China
Posted on Wednesday, May 22, 2024

Company Description

Do you want beneficial technologies being shaped your ideas? Whether in the areas of mobility solutions, consumer goods, industrial technology or energy and building technology - with us, you will have the chance to improve quality of life all across the globe. Welcome to Bosch.

Job Description

• Apply state-of-the-art large language models and information retrieval methods to
vertical industrial tasks, e.g. handling business and professional documents, improve
software development efficiency, etc.
• Evaluate different large-scale language models and optimization methods (tree of
thought, reinforcement learning on human feedback).
• Design web front-ends to enable a better user experience for applying large language
models
• Work with an international team of experts to transfer and apply the Bosch in-house AI
innovations and 3rd-party AI solutions to Bosch products and services of information
extraction, knowledge-rich assistance, question answering, and information retrieval, etc.

工作职责
• 研发基于各类大语言模型的垂直领域应用,例如处理专业文档,提高软件开发效率

• 负责针对细分业务场景的数据处理、模型微调、Prompt Tuning、Prompt
Engineering 等研发工作,适应场景需求,达到业务目标
• 参与大语言模型应用方案的设计及前端开发
• 与本地以及国际团队合作,建立与内部部门以及外部公司的合作

Qualifications

• BSc or MSc in computer science or engineering
• 5+ years of experience in natural language processing, large language models including
fine-tuning & prompting, and related fields
• 3+ years of industrial experiences in relevant fields for applications
• Good communication and collaboration skills

要求:
• 本科或硕士学位,专业背景包括计算机科学、机器学习、人工智能或相关领域。
• 在大型语言模型的设计和开发方面有至少 5 年的实际经验,对主流大模型如 GPT
/LLaMA/GLM 等原理和差异有深入的理解,熟悉 Transformer 等开源训练架构,及
模型微调;
• 掌握各种 NLP 算法并对常用算法模型有实践经验;

• 具备知识图谱应用开发经验,能够搭建和优化知识图谱系统;

• 出色的沟通和团队合作能力,能够有效与团队成员和非技术人员进行沟通。
• 具备优秀的问题发现、分析和解决能力,良好的业务理解能力。
• 目标导向,责任心强,有良好的沟通能力、大局观和团队协作意识。
• 有技术热情、较强的持续学习能力。