Hot Technology

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R is a programming language and free software environment for statistical computing and graphics supported by the R Foundation for Statistical Computing. The R language is widely used among statisticians and data miners for developing statistical software and data analysis. Polls, data mining surveys, and studies of scholarly literature databases show substantial increases in popularity; as of January 2021, R ranks 9th in the TIOBE index, a measure of popularity of programming languages. Read more at Wikipedia external site

Occupations linked to this hot technology skill are listed below based on the percentage of their job postings that include the skill.

The skill is considered In Demand for the occupation if it is mentioned in 5% or more of the occupation’s employer job postings.

102 occupations shown
PercentageJob ZoneCodeOccupation
4
 
315-1299.02Geographic Information Systems Technologists and Technicians Bright Outlook
4
 
419-1023.00Zoologists and Wildlife Biologists
4
 
417-2141.00Mechanical Engineers Bright Outlook
4
 
515-2031.00Operations Research Analysts Bright Outlook
4
 
415-1242.00Database Administrators
3
 
415-1243.01Data Warehousing Specialists Bright Outlook
3
 
517-2112.01Human Factors Engineers and Ergonomists Bright Outlook
3
 
417-2199.03Energy Engineers, Except Wind and Solar
3
 
417-2041.00Chemical Engineers
2
 
413-1111.00Management Analysts Bright Outlook
2
 
417-2112.00Industrial Engineers Bright Outlook
2
 
417-2112.02Validation Engineers Bright Outlook
2
 
319-4031.00Chemical Technicians
2
 
315-1299.08Computer Systems Engineers/Architects Bright Outlook
2
 
519-3094.00Political Scientists
2
 
417-2112.03Manufacturing Engineers Bright Outlook
2
 
415-1255.00Web and Digital Interface Designers Bright Outlook
2
 
411-2021.00Marketing Managers Bright Outlook
2
 
415-1252.00Software Developers Bright Outlook
2
 
413-2051.00Financial and Investment Analysts Bright Outlook
1
 
413-1161.00Market Research Analysts and Marketing Specialists Bright Outlook
1
 
419-2021.00Atmospheric and Space Scientists
1
 
415-1253.00Software Quality Assurance Analysts and Testers Bright Outlook
1
 
413-2099.04Fraud Examiners, Investigators and Analysts
1
 
417-2171.00Petroleum Engineers
1
 
511-9041.00Architectural and Engineering Managers
1
 
415-1299.06Digital Forensics Analysts Bright Outlook
1
 
441-9031.00Sales Engineers Bright Outlook
1
 
315-1211.00Computer Systems Analysts Bright Outlook
1
 
411-3021.00Computer and Information Systems Managers Bright Outlook
1
 
411-3031.00Financial Managers Bright Outlook
1
 
251-9061.00Inspectors, Testers, Sorters, Samplers, and Weighers
1
 
411-9121.01Clinical Research Coordinators
1
 
415-1299.09Information Technology Project Managers Bright Outlook
1
 
433-3021.06Intelligence Analysts
1
 
415-1299.05Information Security Engineers Bright Outlook
1
 
441-3031.00Securities, Commodities, and Financial Services Sales Agents
1
 
353-6041.00Traffic Technicians
Under 1%525-1011.00Business Teachers, Postsecondary Bright Outlook
Under 1%411-9111.00Medical and Health Services Managers Bright Outlook
Under 1%315-1254.00Web Developers Bright Outlook
Under 1%411-1021.00General and Operations Managers Bright Outlook
Under 1%413-2011.00Accountants and Auditors Bright Outlook
Under 1%441-4011.00Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products
Under 1%329-9021.00Health Information Technologists and Medical Registrars Bright Outlook
Under 1%241-1011.00First-Line Supervisors of Retail Sales Workers Bright Outlook
Under 1%411-2022.00Sales Managers Bright Outlook
Under 1%311-3012.00Administrative Services Managers Bright Outlook
Under 1%329-2072.00Medical Records Specialists Bright Outlook
Not available251-8099.01Biofuels Processing Technicians
Not available415-2099.01Bioinformatics Technicians
Not available525-4012.00Curators Bright Outlook
Not available525-1063.00Economics Teachers, Postsecondary
Not available515-2021.00Mathematicians
Not available525-1065.00Political Science Teachers, Postsecondary
Not available529-1229.05Preventive Medicine Physicians
Not available525-1066.00Psychology Teachers, Postsecondary
Not available419-1031.02Range Managers
Not available419-2099.01Remote Sensing Scientists and Technologists
Not available519-3041.00Sociologists
Not available525-1067.00Sociology Teachers, Postsecondary
Not available417-2199.11Solar Energy Systems Engineers

Source: Lightcast external site job postings data for the US nationwide between July 1, 2024 and June 30, 2025. “Percentage” represents the ratio of unique postings which mention the skill to all unique postings linked to the O*NET-SOC occupation.

This page uses material from the Wikipedia article R (programming language) external site, which is released under the Creative Commons Attribution-Share-Alike License 3.0 external site.