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O*NET美国职业岗位特征数据简介

职业分类 ,是指按一定的规则和标准把一般特征和本质特征相同或相似的 社会职业 ,分成并归纳到一定类别系统中去的过程。随着社会的发展和进步,职业变化迅速,除了弃旧更新外,同一种职业的活动内容和方式也发生变化,所以职业的划分带有明显的时代性。从大的方面来说,在职业数量较少的时期,职业与行业是同义语,但现在职业与行业是既有联系又有区别的两个概念,在职业划分中,行业一般作为职业的门类,在空间上,职业种类分布有区域、城乡、行业之间或者国别上的差别。

职业信息对于企业和人力资源部门的用途:

  • 快速轻松地制定有效的职位描述。
  • 扩大空缺职位的优质候选人才库。
  • 定义员工工作的成功因素。
  • 使组织发展与工作场所需求保持一致。
  • 细化招聘和培训目标。
  • 设计有竞争力的薪酬和晋升制度。

职业信息对于求职者的用途:

  • 匹配适合他们兴趣、技能和经验的工作。
  • 使用最新的劳动力市场数据探索成长型职业的最新情况。
  • 研究如何找到理想的工作。
  • 最大限度地提高收入潜力和工作满意度。
  • 了解在他们的工作领域中取得成功的原因。

CnOpendata推出O*NET美国职业岗位特征数据,覆盖 1000 多个职业,以 2018 年版的国际标准职业分类体系为基础,覆盖与职业相关的技能、能力、知识、工作活动和兴趣信息等内容,这些信息可用于促进职业探索、职业咨询和各种人力资源等研究。


时间区间

截面数据:2023年底


字段展示

职业概括

职业基本信息字段表
职业id
工作特征id
职业
发展前景
职业简介
职业类型
能力
备用标题
详细工作活动
教育
兴趣
工作专区
知识
相关职业
报告标题示例
技能
任务
技能和工具
工作活动
工作内容
工作方式
工作价值观

具体职业描述

工作任务字段表热门技术字段表所用工具字段表
职业id职业id职业id
重要性百分比
类别技能技术类别
任务是否紧缺示例

职业要求

工作活动字段表详细工作内容字段表工作内容字段表
职业id职业id职业id
重要性详细工作内容工作内容
工作内容工作内容提问
工作内容描述回复占比1
回复内容1
回复占比2
回复描述2
回复占比3
回复描述3
回复占比4
回复描述4
回复占比5
回复描述5

工作经验要求

工作范围字段表院校职业教育字段表职业证书字段表职业许可证字段表
职业id职业id职业id职业id
组成部分国家教育证书id许可证id
描述专业证书名称
学校和学校地址认证机构认证机构
应届毕业生人数描述认证机构地址
Q&A问答网站
考试详情描述
认证类型其他详细信息

员工要求

技能字段表知识字段表
职业id职业id
重要性重要性
技能知识
技能描述知识描述

员工特征

能力字段表兴趣字段表职业价值观字段表工作方式字段表
职业id职业id职业id职业id
重要性职业兴趣重要性重要性
能力兴趣职业价值观工作方式
能力描述兴趣描述职业价值观描述工作方式描述

职业特征

职业收入字段表就业趋势字段表
职业id职业id
地区地区
后10%人群的年收入情况就业人数
后25%人群的年收入情况预计就业人数
50%人群的年收入情况预计职位增长情况
前25%人群的年收入情况预计职位空缺情况
前10%人群的年收入情况
后10%人群的小时工资情况
后25%人群的小时工资情况
50%人群的小时工资情况
前25%人群的小时工资情况
前10%人群的小时工资情况

其他信息

相关的职业字段表
职业id
相关职业id
相关职业
相关性

样本数据

由于该数据结构较为复杂,下分支表格情况较多,因此简介页面仅做部分样例展示,详细字段指标与样本数据可点击右侧各模块分支页面进行查看。

职业基本信息表

职业id工作特征id职业发展前景职业简介职业类型能力备用标题详细工作活动教育兴趣工作专区知识相关职业报告标题示例技能任务技能和工具工作活动工作内容工作方式工作价值观
13-2011.004Accountants and AuditorsBright OutlookAbilities: Analyst - Transition (2020)Alternate Titles: Multiple sources (2023)Detailed Work Activities: Analyst (2020)Interests: Machine Learning (2023)Job Zone: Analyst - Transition (2020)Knowledge: Analyst - Transition (2020)Related Occupations: Analyst (2022)Sample of Reported Titles: Incumbent (2018)Skills: Analyst - Transition (2020)Tasks: Analyst - Transition (2020)Technology Skills & Tools: Multiple sources (2023)Work Activities: Analyst - Transition (2020)Work Context: Analyst - Transition (2020)Work Styles: Analyst - Transition (2020)Work Values: Analyst - Transition (2020)
27-2011.002ActorsAbilities: Analyst (2017)Alternate Titles: Multiple sources (2023)Detailed Work Activities: Analyst (2014)Education: Incumbent (2017)Interests: Machine Learning (2023)Job Zone: Analyst (2017)Knowledge: Incumbent (2017)Related Occupations: Analyst (2022)Sample of Reported Titles: Incumbent (2017)Skills: Analyst (2017)Tasks: Incumbent (2017)Technology Skills & Tools: Multiple sources (2023)Work Activities: Incumbent (2017)Work Context: Incumbent (2017)Work Styles: Incumbent (2017)Work Values: Analyst (2008)
15-2011.004ActuariesBright OutlookAbilities: Analyst (2023)Alternate Titles: Multiple sources (2023)Detailed Work Activities: Analyst (2017)Education: Occupational Expert (2023)Interests: Machine Learning (2023)Job Zone: Analyst (2023)Knowledge: Occupational Expert (2023)Related Occupations: Analyst (2022)Sample of Reported Titles: Occupational Expert (2023)Skills: Analyst (2023)Tasks: Occupational Expert (2023)Technology Skills & Tools: Multiple sources (2023)Work Activities: Occupational Expert (2023)Work Context: Occupational Expert (2023)Work Styles: Occupational Expert (2023)Work Values: Analyst (2008)
29-1291.005AcupuncturistsBright OutlookAbilities: Analyst (2020)Alternate Titles: Multiple sources (2023)Detailed Work Activities: Analyst (2014)Education: Incumbent (2020)Interests: Machine Learning (2023)Job Zone: Analyst (2020)Knowledge: Incumbent (2020)Related Occupations: Analyst (2022)Sample of Reported Titles: Incumbent (2020)Skills: Analyst (2020)Tasks: Incumbent (2020)Technology Skills & Tools: Analyst (2022)Work Activities: Incumbent (2020)Work Context: Incumbent (2020)Work Styles: Incumbent (2020)Work Values: Analyst (2009)
29-1141.013Acute Care NursesBright OutlookAbilities: Analyst (2014)Alternate Titles: Multiple sources (2020)Detailed Work Activities: Analyst (2020)Education: Occupational Expert (2014)Interests: Machine Learning (2023)Job Zone: Analyst (2014)Knowledge: Occupational Expert (2014)Related Occupations: Analyst (2022)Sample of Reported Titles: Analyst (2021)Skills: Analyst (2014)Tasks: Occupational Expert (2014)Technology Skills & Tools: Multiple sources (2023)Work Activities: Occupational Expert (2014)Work Context: Occupational Expert (2014)Work Styles: Occupational Expert (2014)Work Values: Analyst (2009)
25-2059.015Adapted Physical Education SpecialistsAbilities: Analyst (2020)Alternate Titles: Multiple sources (2021)Detailed Work Activities: Analyst (2020)Education: Occupational Expert (2020)Interests: Machine Learning (2023)Job Zone: Analyst (2020)Knowledge: Occupational Expert (2020)Related Occupations: Analyst (2022)Sample of Reported Titles: Analyst (2021)Skills: Analyst (2020)Tasks: Occupational Expert (2020)Technology Skills & Tools: Analyst (2022)Work Activities: Occupational Expert (2020)Work Context: Occupational Expert (2020)Work Styles: Occupational Expert (2020)Work Values: Analyst (2012)
51-9191.002Adhesive Bonding Machine Operators and TendersAbilities: Analyst (2015)Alternate Titles: Multiple sources (2023)Detailed Work Activities: Analyst (2021)Education: Incumbent (2015)Interests: Machine Learning (2023)Job Zone: Analyst (2015)Knowledge: Incumbent (2015)Related Occupations: Analyst (2022)Sample of Reported Titles: Analyst (2021)Skills: Analyst (2015)Tasks: Incumbent (2015)Technology Skills & Tools: Analyst (2022)Work Activities: Incumbent (2015)Work Context: Incumbent (2015)Work Styles: Incumbent (2015)Work Values: Analyst (2008)
23-1021.005Administrative Law Judges, Adjudicators, and Hearing OfficersAbilities: Analyst (2020)Alternate Titles: Multiple sources (2022)Detailed Work Activities: Analyst (2020)Education: Incumbent (2020)Interests: Machine Learning (2023)Job Zone: Analyst (2020)Knowledge: Incumbent (2020)Related Occupations: Analyst (2022)Sample of Reported Titles: Incumbent (2020)Skills: Analyst (2020)Tasks: Incumbent (2020)Technology Skills & Tools: Analyst (2023)Work Activities: Incumbent (2020)Work Context: Incumbent (2020)Work Styles: Incumbent (2020)Work Values: Analyst (2008)
11-3012.003Administrative Services ManagersBright OutlookAbilities: Analyst (2017)Alternate Titles: Multiple sources (2023)Detailed Work Activities: Analyst (2020)Education: Incumbent (2017)Interests: Machine Learning (2023)Job Zone: Analyst (2017)Knowledge: Incumbent (2017)Related Occupations: Analyst (2022)Sample of Reported Titles: Incumbent (2017)Skills: Analyst (2017)Tasks: Analyst (2020)Technology Skills & Tools: Analyst (2023)Work Activities: Incumbent (2017)Work Context: Incumbent (2017)Work Styles: Incumbent (2017)Work Values: Analyst (2008)
25-3011.004Adult Basic Education, Adult Secondary Education, and English as a Second Language InstructorsAbilities: Analyst (2018)Alternate Titles: Multiple sources (2023)Detailed Work Activities: Analyst (2014)Education: Incumbent (2018)Interests: Machine Learning (2023)Job Zone: Analyst (2018)Knowledge: Incumbent (2018)Related Occupations: Analyst (2022)Sample of Reported Titles: Incumbent (2018)Skills: Analyst (2018)Tasks: Incumbent (2018)Technology Skills & Tools: Multiple sources (2023)Work Activities: Incumbent (2018)Work Context: Incumbent (2018)Work Styles: Incumbent (2018)Work Values: Analyst (2008)
29-1141.025Advanced Practice Psychiatric NursesBright OutlookAbilities: Analyst (2023)Alternate Titles: Multiple sources (2023)Detailed Work Activities: Analyst (2014)Education: Occupational Expert (2023)Interests: Machine Learning (2023)Job Zone: Analyst (2023)Knowledge: Occupational Expert (2023)Related Occupations: Analyst (2022)Sample of Reported Titles: Occupational Expert (2023)Skills: Analyst (2023)Tasks: Occupational Expert (2023)Technology Skills & Tools: Multiple sources (2023)Work Activities: Occupational Expert (2023)Work Context: Occupational Expert (2023)Work Styles: Occupational Expert (2023)Work Values: Analyst (2009)
11-2011.004Advertising and Promotions ManagersAbilities: Analyst (2018)Alternate Titles: Multiple sources (2023)Detailed Work Activities: Analyst (2020)Education: Incumbent (2018)Interests: Machine Learning (2023)Job Zone: Analyst (2018)Knowledge: Incumbent (2018)Related Occupations: Analyst (2022)Sample of Reported Titles: Incumbent (2018)Skills: Analyst (2018)Tasks: Analyst (2020)Technology Skills & Tools: Multiple sources (2023)Work Activities: Incumbent (2018)Work Context: Incumbent (2018)Work Styles: Incumbent (2018)Work Values: Analyst (2008)
41-3011.004Advertising Sales AgentsAbilities: Analyst (2018)Alternate Titles: Multiple sources (2023)Detailed Work Activities: Analyst (2021)Education: Incumbent (2018)Interests: Machine Learning (2023)Job Zone: Analyst (2018)Knowledge: Incumbent (2018)Related Occupations: Analyst (2022)Sample of Reported Titles: Analyst (2021)Skills: Analyst (2018)Tasks: Incumbent (2018)Technology Skills & Tools: Analyst (2023)Work Activities: Incumbent (2018)Work Context: Incumbent (2018)Work Styles: Incumbent (2018)Work Values: Analyst (2008)
17-3021.003Aerospace Engineering and Operations Technologists and TechniciansBright OutlookAbilities: Analyst (2019)Alternate Titles: Multiple sources (2023)Detailed Work Activities: Analyst (2019)Education: Incumbent (2019)Interests: Machine Learning (2023)Job Zone: Analyst (2019)Knowledge: Incumbent (2019)Related Occupations: Analyst (2022)Sample of Reported Titles: Analyst (2021)Skills: Analyst (2019)Tasks: Incumbent (2019)Technology Skills & Tools: Analyst (2023)Work Activities: Incumbent (2019)Work Context: Incumbent (2019)Work Styles: Incumbent (2019)Work Values: Analyst (2008)
17-2011.004Aerospace EngineersBright OutlookAbilities: Analyst (2015)Alternate Titles: Multiple sources (2023)Detailed Work Activities: Analyst (2020)Education: Incumbent (2015)Interests: Machine Learning (2023)Job Zone: Analyst (2015)Knowledge: Incumbent (2015)Related Occupations: Analyst (2022)Sample of Reported Titles: Incumbent (2015)Skills: Analyst (2015)Tasks: Incumbent (2015)Technology Skills & Tools: Multiple sources (2022)Work Activities: Incumbent (2015)Work Context: Incumbent (2015)Work Styles: Incumbent (2015)Work Values: Analyst (2008)
13-1011.004Agents and Business Managers of Artists, Performers, and AthletesBright OutlookAbilities: Analyst (2020)Alternate Titles: Multiple sources (2022)Detailed Work Activities: Analyst (2020)Education: Incumbent (2020)Interests: Machine Learning (2023)Job Zone: Analyst (2020)Knowledge: Incumbent (2020)Related Occupations: Analyst (2022)Sample of Reported Titles: Incumbent (2020)Skills: Analyst (2020)Tasks: Incumbent (2020)Technology Skills & Tools: Multiple sources (2023)Work Activities: Incumbent (2020)Work Context: Incumbent (2020)Work Styles: Incumbent (2020)Work Values: Analyst (2008)
17-2021.004Agricultural EngineersBright OutlookAbilities: Analyst (2017)Alternate Titles: Multiple sources (2022)Detailed Work Activities: Analyst (2014)Education: Occupational Expert (2017)Interests: Machine Learning (2023)Job Zone: Analyst (2017)Knowledge: Occupational Expert (2017)Related Occupations: Analyst (2022)Sample of Reported Titles: Occupational Expert (2017)Skills: Analyst (2017)Tasks: Occupational Expert (2017)Technology Skills & Tools: Analyst (2023)Work Activities: Occupational Expert (2017)Work Context: Occupational Expert (2017)Work Styles: Occupational Expert (2017)Work Values: Analyst (2008)
45-2091.001Agricultural Equipment OperatorsBright OutlookAbilities: Analyst (2019)Alternate Titles: Multiple sources (2023)Detailed Work Activities: Analyst (2021)Education: Incumbent (2019)Interests: Machine Learning (2023)Job Zone: Analyst (2019)Knowledge: Incumbent (2019)Related Occupations: Analyst (2022)Sample of Reported Titles: Incumbent (2019)Skills: Analyst (2019)Tasks: Incumbent (2019)Technology Skills & Tools: Analyst (2019)Work Activities: Incumbent (2019)Work Context: Incumbent (2019)Work Styles: Incumbent (2019)Work Values: Analyst (2008)
45-2011.002Agricultural InspectorsAbilities: Analyst (2013)Alternate Titles: Multiple sources (2023)Detailed Work Activities: Analyst (2021)Education: Incumbent (2013)Interests: Machine Learning (2023)Job Zone: Analyst (2013)Knowledge: Incumbent (2013)Related Occupations: Analyst (2022)Sample of Reported Titles: Analyst (2021)Skills: Analyst (2013)Tasks: Incumbent (2013)Technology Skills & Tools: Multiple sources (2023)Work Activities: Incumbent (2013)Work Context: Incumbent (2013)Work Styles: Incumbent (2013)Work Values: Analyst (2008)
25-1041.005Agricultural Sciences Teachers, PostsecondaryBright OutlookAbilities: Analyst (2019)Alternate Titles: Multiple sources (2022)Detailed Work Activities: Analyst (2014)Education: Incumbent (2019)Interests: Machine Learning (2023)Job Zone: Analyst (2019)Knowledge: Incumbent (2019)Related Occupations: Analyst (2022)Sample of Reported Titles: Incumbent (2019)Skills: Analyst (2019)Tasks: Incumbent (2019)Technology Skills & Tools: Analyst (2022)Work Activities: Incumbent (2019)Work Context: Incumbent (2019)Work Styles: Incumbent (2019)Work Values: Analyst (2008)
19-4012.003Agricultural TechniciansBright OutlookAbilities: Analyst (2014)Alternate Titles: Multiple sources (2023)Detailed Work Activities: Analyst (2020)Education: Incumbent (2014)Interests: Machine Learning (2023)Job Zone: Analyst (2014)Knowledge: Incumbent (2014)Related Occupations: Analyst (2022)Sample of Reported Titles: Incumbent (2014)Skills: Analyst (2014)Tasks: Incumbent (2014)Technology Skills & Tools: Multiple sources (2023)Work Activities: Incumbent (2014)Work Context: Incumbent (2014)Work Styles: Incumbent (2014)Work Values: Analyst (2008)
45-2099.00Agricultural Workers, All Other
55-3011.00Air Crew Members
55-1011.00Air Crew Officers
53-2021.003Air Traffic ControllersAbilities: Analyst (2014)Alternate Titles: Multiple sources (2023)Detailed Work Activities: Analyst (2021)Education: Incumbent (2014)Interests: Machine Learning (2023)Job Zone: Analyst (2014)Knowledge: Incumbent (2014)Related Occupations: Analyst (2022)Sample of Reported Titles: Analyst (2021)Skills: Analyst (2014)Tasks: Incumbent (2014)Technology Skills & Tools: Analyst (2023)Work Activities: Incumbent (2014)Work Context: Incumbent (2014)Work Styles: Incumbent (2014)Work Values: Analyst (2008)
53-1041.002Aircraft Cargo Handling SupervisorsBright OutlookAbilities: Analyst (2016)Alternate Titles: Multiple sources (2022)Detailed Work Activities: Analyst (2016)Education: Incumbent (2016)Interests: Machine Learning (2023)Job Zone: Analyst (2016)Knowledge: Incumbent (2016)Related Occupations: Analyst (2022)Sample of Reported Titles: Analyst (2021)Skills: Analyst (2016)Tasks: Incumbent (2016)Technology Skills & Tools: Analyst (2022)Work Activities: Incumbent (2016)Work Context: Incumbent (2016)Work Styles: Incumbent (2016)Work Values: Analyst (2008)
55-1012.00Aircraft Launch and Recovery Officers
55-3012.00Aircraft Launch and Recovery Specialists
49-3011.003Aircraft Mechanics and Service TechniciansAbilities: Analyst (2013)Alternate Titles: Multiple sources (2023)Detailed Work Activities: Analyst (2021)Education: Incumbent (2013)Interests: Machine Learning (2023)Job Zone: Analyst (2013)Knowledge: Incumbent (2013)Related Occupations: Analyst (2022)Sample of Reported Titles: Analyst (2021)Skills: Analyst (2013)Tasks: Incumbent (2013)Technology Skills & Tools: Multiple sources (2023)Work Activities: Incumbent (2013)Work Context: Incumbent (2013)Work Styles: Incumbent (2013)Work Values: Analyst (2008)
53-6032.002Aircraft Service AttendantsBright OutlookAlternate Titles: Multiple sources (2022)Detailed Work Activities: Analyst (2020)Interests: Machine Learning (2023)Job Zone: Analyst - Preliminary (2021)Related Occupations: Analyst (2022)Tasks: Analyst (2020)
51-2011.002Aircraft Structure, Surfaces, Rigging, and Systems AssemblersAbilities: Analyst (2015)Alternate Titles: Multiple sources (2023)Detailed Work Activities: Analyst (2021)Education: Incumbent (2015)Interests: Machine Learning (2023)Job Zone: Analyst (2015)Knowledge: Incumbent (2015)Related Occupations: Analyst (2022)Sample of Reported Titles: Analyst (2021)Skills: Analyst (2015)Tasks: Incumbent (2015)Technology Skills & Tools: Multiple sources (2023)Work Activities: Incumbent (2015)Work Context: Incumbent (2015)Work Styles: Incumbent (2015)Work Values: Analyst (2008)
53-2022.003Airfield Operations SpecialistsBright OutlookAbilities: Analyst (2021)Alternate Titles: Multiple sources (2023)Detailed Work Activities: Analyst (2021)Education: Incumbent (2021)Interests: Machine Learning (2023)Job Zone: Analyst (2021)Knowledge: Incumbent (2021)Related Occupations: Analyst (2022)Sample of Reported Titles: Incumbent (2021)Skills: Analyst (2021)Tasks: Incumbent (2021)Technology Skills & Tools: Analyst (2023)Work Activities: Incumbent (2021)Work Context: Incumbent (2021)Work Styles: Incumbent (2021)Work Values: Analyst (2008)
29-1229.015Allergists and ImmunologistsAbilities: Analyst (2022)Alternate Titles: Multiple sources (2022)Detailed Work Activities: Analyst (2014)Education: Incumbent (2022)Interests: Machine Learning (2023)Job Zone: Analyst (2022)Knowledge: Incumbent (2022)Related Occupations: Analyst (2022)Sample of Reported Titles: Incumbent (2022)Skills: Analyst (2022)Tasks: Incumbent (2022)Technology Skills & Tools: Multiple sources (2023)Work Activities: Incumbent (2022)Work Context: Incumbent (2022)Work Styles: Incumbent (2022)Work Values: Analyst (2009)
53-3011.002Ambulance Drivers and Attendants, Except Emergency Medical TechniciansAbilities: Analyst (2017)Alternate Titles: Multiple sources (2023)Detailed Work Activities: Analyst (2021)Education: Incumbent (2017)Interests: Machine Learning (2023)Job Zone: Analyst (2017)Knowledge: Incumbent (2017)Related Occupations: Analyst (2022)Sample of Reported Titles: Incumbent (2017)Skills: Analyst (2017)Tasks: Incumbent (2017)Technology Skills & Tools: Analyst (2022)Work Activities: Incumbent (2017)Work Context: Incumbent (2017)Work Styles: Incumbent (2017)Work Values: Analyst (2008)
39-3091.001Amusement and Recreation AttendantsAbilities: Analyst (2020)Alternate Titles: Multiple sources (2023)Detailed Work Activities: Analyst (2020)Education: Incumbent (2020)Interests: Machine Learning (2023)Job Zone: Analyst (2020)Knowledge: Incumbent (2020)Related Occupations: Analyst (2022)Sample of Reported Titles: Incumbent (2020)Skills: Analyst (2020)Tasks: Incumbent (2020)Technology Skills & Tools: Analyst (2023)Work Activities: Incumbent (2020)Work Context: Incumbent (2020)Work Styles: Incumbent (2020)Work Values: Analyst (2008)
29-1071.015Anesthesiologist AssistantsBright OutlookAbilities: Analyst (2012)Alternate Titles: Multiple sources (2023)Detailed Work Activities: Analyst (2014)Education: Incumbent (2012)Interests: Machine Learning (2023)Job Zone: Analyst (2012)Knowledge: Incumbent (2012)Related Occupations: Analyst (2022)Sample of Reported Titles: Analyst (2021)Skills: Analyst (2012)Tasks: Incumbent (2012)Technology Skills & Tools: Multiple sources (2023)Work Activities: Incumbent (2012)Work Context: Incumbent (2012)Work Styles: Incumbent (2012)Work Values: Analyst (2009)
29-1211.005AnesthesiologistsAbilities: Analyst (2012)Alternate Titles: Multiple sources (2023)Detailed Work Activities: Analyst (2014)Education: Incumbent (2012)Interests: Machine Learning (2023)Job Zone: Analyst (2012)Knowledge: Incumbent (2012)Related Occupations: Analyst (2022)Sample of Reported Titles: Analyst (2022)Skills: Analyst (2012)Tasks: Incumbent (2012)Technology Skills & Tools: Multiple sources (2023)Work Activities: Incumbent (2012)Work Context: Incumbent (2012)Work Styles: Incumbent (2012)Work Values: Analyst (2008)
45-2021.002Animal BreedersAbilities: Analyst (2018)Alternate Titles: Multiple sources (2022)Detailed Work Activities: Analyst (2021)Education: Incumbent (2018)Interests: Machine Learning (2023)Job Zone: Analyst (2018)Knowledge: Incumbent (2018)Related Occupations: Analyst (2022)Sample of Reported Titles: Analyst (2021)Skills: Analyst (2018)Tasks: Incumbent (2018)Technology Skills & Tools: Analyst (2023)Work Activities: Incumbent (2018)Work Context: Incumbent (2018)Work Styles: Incumbent (2018)Work Values: Analyst (2008)
39-2021.002Animal CaretakersBright OutlookAbilities: Analyst (2019)Alternate Titles: Multiple sources (2023)Detailed Work Activities: Analyst (2019)Education: Incumbent (2019)Interests: Machine Learning (2023)Job Zone: Analyst (2019)Knowledge: Incumbent (2019)Related Occupations: Analyst (2022)Sample of Reported Titles: Incumbent (2019)Skills: Analyst (2019)Tasks: Incumbent (2019)Technology Skills & Tools: Analyst (2022)Work Activities: Incumbent (2019)Work Context: Incumbent (2019)Work Styles: Incumbent (2019)Work Values: Analyst (2008)
33-9011.002Animal Control WorkersAbilities: Analyst (2018)Alternate Titles: Multiple sources (2023)Detailed Work Activities: Analyst (2021)Education: Incumbent (2018)Interests: Machine Learning (2023)Job Zone: Analyst (2018)Knowledge: Incumbent (2018)Related Occupations: Analyst (2022)Sample of Reported Titles: Incumbent (2018)Skills: Analyst (2018)Tasks: Incumbent (2018)Technology Skills & Tools: Multiple sources (2023)Work Activities: Incumbent (2018)Work Context: Incumbent (2018)Work Styles: Incumbent (2018)Work Values: Analyst (2008)
19-1011.005Animal ScientistsBright OutlookAbilities: Analyst (2022)Alternate Titles: Multiple sources (2022)Detailed Work Activities: Analyst (2020)Education: Occupational Expert (2022)Interests: Machine Learning (2023)Job Zone: Analyst (2022)Knowledge: Occupational Expert (2022)Related Occupations: Analyst (2022)Sample of Reported Titles: Occupational Expert (2022)Skills: Analyst (2022)Tasks: Occupational Expert (2022)Technology Skills & Tools: Analyst (2023)Work Activities: Occupational Expert (2022)Work Context: Occupational Expert (2022)Work Styles: Occupational Expert (2022)Work Values: Analyst (2008)
39-2011.002Animal TrainersBright OutlookAbilities: Analyst (2014)Alternate Titles: Multiple sources (2023)Detailed Work Activities: Analyst (2021)Education: Incumbent (2014)Interests: Machine Learning (2023)Job Zone: Analyst (2014)Knowledge: Incumbent (2014)Related Occupations: Analyst (2022)Sample of Reported Titles: Incumbent (2014)Skills: Analyst (2014)Tasks: Incumbent (2014)Technology Skills & Tools: Analyst (2023)Work Activities: Incumbent (2014)Work Context: Incumbent (2014)Work Styles: Incumbent (2014)Work Values: Analyst (2008)
19-3091.005Anthropologists and ArcheologistsAbilities: Analyst (2022)Alternate Titles: Multiple sources (2023)Detailed Work Activities: Analyst (2020)Education: Occupational Expert (2022)Interests: Machine Learning (2023)Job Zone: Analyst (2022)Knowledge: Occupational Expert (2022)Related Occupations: Analyst (2022)Sample of Reported Titles: Occupational Expert (2022)Skills: Analyst (2022)Tasks: Occupational Expert (2022)Technology Skills & Tools: Multiple sources (2023)Work Activities: Occupational Expert (2022)Work Context: Occupational Expert (2022)Work Styles: Occupational Expert (2022)Work Values: Analyst - Transition (2020)
25-1061.005Anthropology and Archeology Teachers, PostsecondaryAbilities: Analyst (2019)Alternate Titles: Multiple sources (2022)Detailed Work Activities: Analyst (2019)Education: Incumbent (2019)Interests: Machine Learning (2023)Job Zone: Analyst (2019)Knowledge: Incumbent (2019)Related Occupations: Analyst (2022)Sample of Reported Titles: Incumbent (2019)Skills: Analyst (2019)Tasks: Incumbent (2019)Technology Skills & Tools: Analyst (2023)Work Activities: Incumbent (2019)Work Context: Incumbent (2019)Work Styles: Incumbent (2019)Work Values: Analyst (2008)
13-2023.004Appraisers and Assessors of Real EstateBright OutlookAbilities: Analyst - Transition (2020)Alternate Titles: Multiple sources (2023)Detailed Work Activities: Analyst (2020)Interests: Machine Learning (2023)Job Zone: Analyst - Transition (2020)Knowledge: Analyst - Transition (2020)Related Occupations: Analyst (2022)Sample of Reported Titles: Incumbent (2019)Skills: Analyst - Transition (2020)Tasks: Analyst - Transition (2020)Technology Skills & Tools: Multiple sources (2023)Work Activities: Analyst - Transition (2020)Work Context: Analyst - Transition (2020)Work Styles: Analyst - Transition (2020)Work Values: Analyst - Transition (2020)
13-2022.004Appraisers of Personal and Business PropertyBright OutlookAlternate Titles: Multiple sources (2022)Detailed Work Activities: Analyst (2020)Interests: Machine Learning (2023)Job Zone: Analyst - Preliminary (2021)Related Occupations: Analyst (2022)Tasks: Analyst (2020)Technology Skills & Tools: Analyst (2022)
23-1022.005Arbitrators, Mediators, and ConciliatorsBright OutlookAbilities: Analyst (2020)Alternate Titles: Multiple sources (2023)Detailed Work Activities: Analyst (2020)Education: Occupational Expert (2020)Interests: Machine Learning (2023)Job Zone: Analyst (2020)Knowledge: Occupational Expert (2020)Related Occupations: Analyst (2022)Sample of Reported Titles: Occupational Expert (2020)Skills: Analyst (2020)Tasks: Occupational Expert (2020)Technology Skills & Tools: Analyst (2023)Work Activities: Occupational Expert (2020)Work Context: Occupational Expert (2020)Work Styles: Occupational Expert (2020)Work Values: Analyst (2008)
17-1011.005Architects, Except Landscape and NavalBright OutlookAbilities: Analyst (2021)Alternate Titles: Multiple sources (2023)Detailed Work Activities: Analyst (2020)Education: Occupational Expert (2021)Interests: Machine Learning (2023)Job Zone: Analyst (2021)Knowledge: Occupational Expert (2021)Related Occupations: Analyst (2022)Sample of Reported Titles: Occupational Expert (2021)Skills: Analyst (2021)Tasks: Occupational Expert (2021)Technology Skills & Tools: Multiple sources (2023)Work Activities: Occupational Expert (2021)Work Context: Occupational Expert (2021)Work Styles: Occupational Expert (2021)Work Values: Analyst (2008)
17-3011.003Architectural and Civil DraftersAbilities: Analyst - Transition (2020)Alternate Titles: Multiple sources (2023)Detailed Work Activities: Analyst (2020)Interests: Machine Learning (2023)Job Zone: Analyst - Transition (2020)Knowledge: Analyst - Transition (2020)Related Occupations: Analyst (2022)Sample of Reported Titles: Incumbent (2019)Skills: Analyst - Transition (2020)Tasks: Analyst - Transition (2020)Technology Skills & Tools: Multiple sources (2023)Work Activities: Analyst - Transition (2020)Work Context: Analyst - Transition (2020)Work Styles: Analyst - Transition (2020)Work Values: Analyst - Transition (2020)
11-9041.005Architectural and Engineering ManagersAbilities: Analyst (2020)Alternate Titles: Multiple sources (2023)Detailed Work Activities: Analyst (2014)Education: Incumbent (2020)Interests: Machine Learning (2023)Job Zone: Analyst (2020)Knowledge: Incumbent (2020)Related Occupations: Analyst (2022)Sample of Reported Titles: Incumbent (2020)Skills: Analyst (2020)Tasks: Incumbent (2020)Technology Skills & Tools: Analyst (2023)Work Activities: Incumbent (2020)Work Context: Incumbent (2020)Work Styles: Incumbent (2020)Work Values: Analyst (2008)

相关文献

  • Lena Hensvik, Thomas Le Barbanchon, Roland Rathelot, 2021, “Job search during the COVID-19 crisis”, Journal of Public Economics, Volume 194.
  • 陈琳、高悦蓬、余林徽,2024:《人工智能如何改变企业对劳动力的需求?——来自招聘平台大数据的分析》,《管理世界》第6期。

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