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  Occupational classification refers to the process of classifying and summarizing social occupations with the same or similar general and essential characteristics into a certain category system according to certain rules and standards. With the development and progress of society, occupations change rapidly. In addition to abandoning the old and updating the new, the content and methods of activities of the same occupation also change, so the classification of occupations has obvious timeliness. Generally speaking, in the period when the number of occupations was small, occupations and industries were synonymous, but now occupations and industries are two concepts that are both related and different. In the classification of occupations, industries are generally regarded as categories of occupations. In terms of space, the distribution of occupations varies between regions, urban and rural areas, industries or countries.

  Use of occupational information for enterprises and human resources departments:

  • Quickly and easily develop effective job descriptions.
  • Expand the pool of high-quality candidates for vacant positions.
  • Define the success factors of employees' work.
  • Align organizational development with workplace needs.
  • Refine recruiting and training goals.
  • Design competitive compensation and promotion systems.

  What career information can do for job seekers:

  • Match jobs that fit their interests, skills, and experience.
  • Explore the latest on growing careers using the latest labor market data.
  • Research how to find your dream job.
  • Maximize earning potential and job satisfaction.
  • Understand what makes them successful in their field of work.

  CnOpendata has launched the U.S. occupational job characteristics data, which covers more than 1,000 occupations. It is based on the 2018 version of the International Standard Occupational Classification System and covers occupation-related skills, abilities, knowledge, work activities and interest information. This information can be used to promote career exploration, career counseling and various human resources research.


Time interval

Cross-sectional data: end of 2023


Field display

Career summary

Career basic information field table
Career id
Job characteristics id
Career
Development prospects
Professional profile
Professional type
Ability
Alternative title
Detailed work activities
Education
Interests
Work area
Knowledge
Related occupations
Report standard Example of question
Skills
Tasks
Skills and tools
Work activities
Work content
Work methods
Work values

Specific job description

Work task word Segment table Popular technology field table Tools used field table
Professional id Professional id Professional id
Importance Percentage Section
Category Skills and technology Category
Task Is it in short supply Example

Professional requirements

Work activity field table Detailed work content field table Work content field table
Professional id Professional id Professional id
Importance Detailed work content Work content
Work content Work content questions
Work content description Response percentage 1
Response content 1
Response percentage 2
Response description 2
Reply percentage 3
Reply description 3
Reply percentage 4
Reply description 4
Reply percentage 5
Reply description 5

Work experience requirements

Work scope field table Vocational education field table of colleges Vocational certificate field table Vocational license field table
Professional id Professional id Professional id Professional id
Components National education Certificate ID License ID
Description Professional Certificate Name State
School and School Address Certifying Agency Certifying Agency
Number of New Graduates Description Certifying Agency Address
Q&A Website
Exam Details Description
Certification Type Other Details

Employee Requirements

Skill Field Table Knowledge Field Table
Professional id Professional id
Importance Importance
Skills Knowledge
Skill description Knowledge description

Employee characteristics

Capability description
Capability field table Interest field table Professional value Values Working Style
Professional ID Professional ID Professional ID Professional ID
Importance Professional Interest Importance Importance
Ability Interest Professional Values Working Style
Interest description Professional value description Work style description

Professional characteristics

Professional income field table Employment trend field table
Professional id Professional id
Region Region
Annual income of the bottom 10% of the population Employed people
Annual income of the bottom 25% of the population Expected number of employed people
Annual income of the top 50% of the population Expected job growth
Annual income of the top 25% of the population Expected job vacancies
Annual income of the top 10% of the population
Bottom 10% of the population Hourly wage of the bottom 25% of the population
Hourly wage of the bottom 25% of the population
Hourly wage of the top 50% of the population
Hourly wage of the top 25% of the population
Hourly wage of the top 10% of the population

Other information

Related occupation field table
Occupation id
Related occupation id
Related occupation
Correlation

Sample data

Due to the complex data structure and many branch tables, only some samples are shown on the introduction page. For detailed field indicators and sample data, click on the branch pages of each module on the right to view them.

Basic occupation information table

Occupation ID Job characteristic ID Occupation Development prospects Occupation profile Occupation type Ability Alternative title Detailed work activities Education Interests Work area Knowledge Related occupations Report title example Skills Tasks Skills and tools Work activities Work content Work methods Work values
13-2011.00 4 Accountants and Auditors Bright Outlook Abilities: 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)
27-2011.00 2 Actors Abilities: 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)
15-2011.00 4 Actuaries Bright Outlook Abilities: 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)
29-1291.00 5 Acupuncturists Bright Outlook Abilities: 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)
29-1141.01 3 Acute Care Nurses Bright Outlook Abilities: 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)
25-2059.01 5 Adapted Physical Education Specialists Abilities: 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)
51-9191.00 2 Adhesive Bonding Machine Operators and Tenders Abilities: 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)
23-1021.00 5 Administrative Law Judges, Adjudicators, and Hearing Officers Abilities: 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)
11-3012.00 3 Administrative Services Managers Bright Outlook Abilities: 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)
25-3011.00 4 Adult Basic Education, Adult Secondary Education, and English as a Second Language Instructors Abilities: 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)
29-1141.02 5 Advanced Practice Psychiatric Nurses Bright Outlook Abilities: 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)
11-2011.00 4 Advertising and Promotions Managers Abilities: 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)
41-3011.00 4 Advertising Sales Agents Abilities: 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)
17-3021.00 3 Aerospace Engineering and Operations Technologists and Technicians Bright Outlook Abilities: 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)
17-2011.00 4 Aerospace Engineers Bright Outlook Abilities: 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)
13-1011.00 4 Agents and Business Managers of Artists, Performers, and Athletes Bright Outlook Abilities: 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)
17-2021.00 4 Agricultural Engineers Bright Outlook Abilities: 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)
45-2091.00 1 Agricultural Equipment Operators Bright Outlook Abilities: 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)
45-2011.00 2 Agricultural Inspectors Abilities: 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)
25-1041.00 5 Agricultural Sciences Teachers, Postsecondary Bright Outlook Abilities: 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)
19-4012.00 3 Agricultural Technicians Bright Outlook Abilities: 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)
45-2099.00 Agricultural Workers, All Other
55-3011.00 Air Crew Members
55-1011.00 Air Crew Officers
53-2021.00 3 Air Traffic Controllers Abilities: 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)
53-1041.00 2 Aircraft Cargo Handling Supervisors Bright Outlook Abilities: 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)
55-1012.00 Aircraft Launch and Recovery Officers
55-3012.00 Aircraft Launch and Recovery Specialists
49-3011.00 3 Aircraft Mechanics and Service Technicians Abilities: 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)
53-6032.00 2 Aircraft Service Attendants Bright Outlook Alternate 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)
51-2011.00 2 Aircraft Structure, Surfaces, Rigging, and Systems Assemblers Abilities: 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)
53-2022.00 3 Airfield Operations Specialists Bright Outlook Abilities: 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)
29-1229.01 5 Allergists and Immunologists Abilities: 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)
53-3011.00 2 Ambulance Drivers and Attendants, Except Emergency Medical Technicians Abilities: 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)
39-3091.00 1 Amusement and Recreation Attendants Abilities: 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)
29-1071.01 5 Anesthesiologist Assistants Bright Outlook Abilities: 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)
29-1211.00 5 Anesthesiologists Abilities: 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)
45-2021.00 2 Animal Breeders Abilities: 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)
39-2021.00 2 Animal Caretakers Bright Outlook Abilities: 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)
33-9011.00 2 Animal Control Workers Abilities: 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)
19-1011.00 5 Animal Scientists Bright Outlook Abilities: 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)
39-2011.00 2 Animal Trainers Bright Outlook Abilities: 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)
19-3091.00 5 Anthropologists and Archeologists Abilities: 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)
25-1061.00 5 Anthropology and Archeology Teachers, Postsecondary Abilities: 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)
13-2023.00 4 Appraisers and Assessors of Real Estate Bright Outlook Abilities: 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)
13-2022.00 4 Appraisers of Personal and Business Property Bright Outlook Alternate 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)
23-1022.00 5 Arbitrators, Mediators, and Conciliators Bright Outlook Abilities: 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)
17-1011.00 5 Architects, Except Landscape and Naval Bright Outlook Abilities: 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)
17-3011.00 3 Architectural and Civil Drafters Abilities: 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)
11-9041.00 5 Architectural and Engineering Managers Abilities: 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)

Related literature

  • Lena Hensvik, Thomas Le Barbanchon, Roland Rathelot, 2021, “Job search during the COVID-19 crisis”, Journal of Public Economics, Volume 194.
  • Chen Lin, Gao Yuepeng, Yu Linhui, 2024: “How does artificial intelligence change the demand for labor in enterprises? ——Analysis from big data of recruitment platforms”, Management World, Issue 6.

Data update frequency

Annual update

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