職位需求 (投簡歷務(wù)必要中英文雙版,謝謝)
自然語言處理(NLP)與大語言模型(LLM)專員
科伊思正在尋找兩位熱情且有才華的自然語言處理研究員和開發(fā)人員,致力于開發(fā)新的自然語言處理和大型語言模型方法及解決方案。
職責(zé):
1.參與開發(fā)語言管理和語言理解解決方案,以實現(xiàn)智能系統(tǒng)的認(rèn)知、知識管理和語言使用(語言化)功能的高效整合。
2.參與設(shè)計和開發(fā)確保有效使用面向情境的文本表示技術(shù)的方法。
3.參與開發(fā)適用于知識管理、認(rèn)知和語言化的膠囊語義方法。這種方法將允許從特定情境和事件層面到一般抽象層面的多層次意義處理。
4.參與開發(fā)自然語言管理(語言化)方法、知識管理方法和認(rèn)知管理方法的整合。
5.參與開發(fā)用于管理與密集使用自然語言(語言化)相關(guān)的語義、意義、認(rèn)知、知識和交流的方法框架。
6.參與開發(fā)適用于 COIOS 系統(tǒng)的大型語言模型技術(shù)。能夠?qū)崿F(xiàn)依賴情境的語言模型開發(fā)以及對模型中使用的知識的文化和科學(xué)依賴性的管理。
7.參與開發(fā)處理語音模式、語音識別、識別和生成自然語言等的適用工具集。
8.參與開發(fā)處理高級桌面和網(wǎng)絡(luò)界面、聊天機(jī)器人支持界面、智能向?qū)АW(xué)習(xí)代理等的適用工具集。
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.
資質(zhì)與技能:
潛在候選人應(yīng)具備的預(yù)期學(xué)術(shù)和專業(yè)技能:
英語聽說讀寫流利,要求大學(xué)英語四級(CET - 4)及以上水平,或具備同等英語能力,能滿足日常工作中的英語使用需求,可做無障礙國際交流。
1.擁有計算機(jī)科學(xué)或工程碩士或博士學(xué)位,專業(yè)方向為自然語言處理;或擁有語言學(xué)碩士學(xué)位,專業(yè)方向為計算語言學(xué)。
2.至少有三年自然語言處理或大型語言模型的經(jīng)驗。
3.具有機(jī)器學(xué)習(xí)平臺、框架和庫的經(jīng)驗。
4.理解用于文本表示的自然語言處理技術(shù)、語義提取技術(shù)、數(shù)據(jù)結(jié)構(gòu)和建模。
5.理解大型語言模型的技術(shù)和數(shù)學(xué)基礎(chǔ)及基本技術(shù)。
6.了解相關(guān)編程語言、開發(fā)工具、數(shù)據(jù)庫。
7.精通至少一種人工智能編程語言(例如 Python)。
8.具有創(chuàng)造性思維,可識別新機(jī)會。
9.對發(fā)現(xiàn)和開發(fā)新解決方案有科學(xué)興趣。
10.具有充分、透徹且令人信服的數(shù)學(xué)基礎(chǔ)知識。
11.具備出色的溝通技巧。
12.樂于在團(tuán)隊協(xié)作環(huán)境中工作。
工作地點及薪資待遇:
1.工作地點:天津或北京。
2.薪資待遇:根據(jù)能力和崗位匹配度,薪資可面議。
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.