职位详情
自然语言处理(NLP)与大语言模型(LLM)专员
8000-16000元
天津贝罗尼生物科技有限公司
天津
3-5年
硕士
04-24
工作地址

中联产业园

职位描述
职位需求 (投简历务必要中英文双版,谢谢)
自然语言处理(NLP)与大语言模型(LLM)专员
科伊思正在寻找两位热情且有才华的自然语言处理研究员和开发人员,致力于开发新的自然语言处理和大型语言模型方法及解决方案。
职责:
1.参与开发语言管理和语言理解解决方案,以实现智能系统的认知、知识管理和语言使用(语言化)功能的高效整合。
2.参与设计和开发确保有效使用面向情境的文本表示技术的方法。
3.参与开发适用于知识管理、认知和语言化的胶囊语义方法。这种方法将允许从特定情境和事件层面到一般抽象层面的多层次意义处理。
4.参与开发自然语言管理(语言化)方法、知识管理方法和认知管理方法的整合。
5.参与开发用于管理与密集使用自然语言(语言化)相关的语义、意义、认知、知识和交流的方法框架。
6.参与开发适用于 COIOS 系统的大型语言模型技术。能够实现依赖情境的语言模型开发以及对模型中使用的知识的文化和科学依赖性的管理。
7.参与开发处理语音模式、语音识别、识别和生成自然语言等的适用工具集。
8.参与开发处理高级桌面和网络界面、聊天机器人支持界面、智能向导、学习代理等的适用工具集。
Expectations from the job applicant for NLP and LLM R+D work
COIOS (Tianjin) is looking for two enthusiastic and talented NLP researchers and developers with keen attention to developing new NLP and LLM methods and solutions.
Responsibilities
(i)Participation in the development of language management and language understanding solutions enabling the efficient integration of the cognitive, knowledge management and language use (languageing) functions of the intelligent systems.
(ii)Participation in the design and development of methods that ensure efficient use of situation-oriented text representation techniques.
(iii)Participation in the development of the capsule semantics methodology appropriate for knowledge management, cognizing and languageing. This methodology will allow multi-level handling of the meaning from the level of specific situations and events to the general abstract level.
(iv)Participation in the development of the integration of the natural language management (languaging) methodology, the knowledge management methodology and the cognizing management methodology
(v)Participation in the development of a methodological framework for the management of semantics, meaning, cognition, knowledge and communication related to the intensive use of natural language (languageing).
(vi)Participation in the development of the LLM technology applicable to COIOS systems. Among other things, this should enable the situation-dependent development of language models and the management of the cultural and scientific dependence of the knowledge used in the models.
(vii)Participation in the development of applicable toolset of dealing with speech patterns, speech recognition, identifying and generating natural languages, etc.
(viii)Participation in the development of applicable toolset of dealing with advanced desktop and web interfaces, chatbot support interfaces, intelligent wizards, learning agents, etc.
资质与技能:
潜在候选人应具备的预期学术和专业技能:
英语听说读写流利,要求大学英语四级(CET - 4)及以上水平,或具备同等英语能力,能满足日常工作中的英语使用需求,可做无障碍国际交流。
1.拥有计算机科学或工程硕士或博士学位,专业方向为自然语言处理;或拥有语言学硕士学位,专业方向为计算语言学。
2.至少有三年自然语言处理或大型语言模型的经验。
3.具有机器学习平台、框架和库的经验。
4.理解用于文本表示的自然语言处理技术、语义提取技术、数据结构和建模。
5.理解大型语言模型的技术和数学基础及基本技术。
6.了解相关编程语言、开发工具、数据库。
7.精通至少一种人工智能编程语言(例如 Python)。
8.具有创造性思维,可识别新机会。
9.对发现和开发新解决方案有科学兴趣。
10.具有充分、透彻且令人信服的数学基础知识。
11.具备出色的沟通技巧。
12.乐于在团队协作环境中工作。
工作地点及薪资待遇:
1.工作地点:天津或北京。
2.薪资待遇:根据能力和岗位匹配度,薪资可面议。
Qualifications and Skills
The expected academic and professional skills to be possessed by a potential candidate:
Fluent in written and spoken English, CET-4 or equivalent English ability, able to meet the needs of daily work, and able to communicate fluently in English.
Master’s degree in computer science or engineering with a focus on natural language processing or linguistics with a focus on computational linguistics
At least 3 years of experience in NLP or LLM
Experience in machine learning platforms, frameworks, and libraries
Understanding of NLP techniques for text representation, semantic extraction techniques, data structures, and modelling
Understanding of LLM technological and mathematical foundations and the basic techniques
Knowledge of relevant programming languages, development tools, databases
Proficiency in at least one AI programming (e.g. Python)
Creative thinking to recognize new opportunities
Scientific interest in discovering and developing new solutions
Adequate, thorough and convincing knowledge of mathematical foundations
Excellent communication skills
Ready to work within a collaborative environment with teams
Working Place & Salary
Working place: Tianjin or Beijing
Salary: The salary is negotiable based on abilities and person-job fit.

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