首页|应用人工智能优化制造业人力资源结构的对策建议

应用人工智能优化制造业人力资源结构的对策建议

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人工智能相关技术、智能化设备和服务在高技术制造业中的广泛应用,对制造业劳动力素质提出了更高要求.为深入探讨人工智能在高技术制造业中的应用对制造业就业结构的影响,分析保持制造业劳动力资源优势所面临的挑战,开展文献分析和实地调研,认为在智能化时代下,部分就业岗位产生机器替代效应,新技能的岗位需求和用工缺口形成,劳动力市场供给进入负增长常态化阶段,同时多种产业新业态的灵活就业渠道分流了部分高素质劳动力.着眼于人工智能技术发展和应用对制造业(尤其是高技术制造业)及其从业人员的影响,基于对国内3家机构的调研与2018-2020年我国30个省份的面板数据,采用模糊集定性比较分析方法实证分析发现,产业智能化水平、劳动力受教育程度和专利投入规模是影响制造业就业结构变化的3个关键因素.为此,从提高制造业人力资源优势的视角,提出强化统筹规划、推广新兴技术、加快人才培养等多措并举,促进我国制造业就业结构优化,保持制造业人力资源优势的政策建议.
Countermeasures and Suggestions for Optimizing the Human Resource Structure of the Manufacturing Industry Through the Application of Artificial Intelligence
The widespread application of artificial intelligence(AI)related technologies,intelligent devices,and services in high-technology manufacturing,has put forward higher requirements for the quality of manufacturing labor.In order to deeply explore the impact of the application of artificial intelligence in high-tech manufacturing on the employment structure of the manufacturing industry,and analyze the challenges of maintaining the advantages of labor resources in the manufacturing industry,literature analysis and field research are adopted.It is believed that in the era of intelligence,some workers will be replaced by machines,and the job demand for new skills and the employment gap will be formed.Meanwhile,the labor market supply has entered the stage of negative growth and normalization,and the flexible employment of various industries and new forms of business have attracted some high-quality labor.Focusing on the impact of the development and application of artificial intelligence technology on the manufacturing industry(especially high-tech manufacturing)and its employees,combining a survey of three domestic institutions and the panel data of 30 provinces in China from 2018 to 2020,and using fsQCA,it is found that the level of industrial intelligence,education level of labor force,and patent investment scale are three key factors behind the changes in the employment structure of the manufacturing industry.To this end,this paper proposes to improve the employment structure in manufacturing through multiple actions,including strengthening overall planning,promoting emerging technologies,and intensifying talent cultivation,so as to maintain the advantage of human resources in this industry.

artificial intelligenceintelligenthigh-technology manufacturinghuman resource structurehigh-quality labor force

王书华、杨学成、曹静、郭景、隋越、李昊

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中国科学技术发展战略研究院,北京 100038

北京邮电大学经济管理学院,北京 100876

北京市科学技术研究院创新发展战略研究所,北京 100089

桂林航天工业学院,广西桂林 541004

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人工智能 智能化 高技术制造业 人力资源结构 高素质劳动力

科技创新2030-"新一代人工智能"重大项目

2020AAA0105302

2024

科技管理研究
广东省科学学与科技管理研究会

科技管理研究

CSTPCDCHSSCD
影响因子:0.779
ISSN:1000-7695
年,卷(期):2024.44(2)
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