Computer Programmers

Task by task

Each task this job involves, as listed by O*NET, rated on whether a large language model like GPT-4 could cut the time it takes by at least half at the same quality. Tasks marked Seen in real AI use appeared in conversations with Claude in April–May 2026 (Anthropic Economic Index).

• AI can speed this up on its own: 15 (88%)
• AI can speed this up with extra software: 2 (12%)
• Little or no AI speed-up: 0 (0%)

• Write, analyze, review, and rewrite programs, using workflow chart and diagram, and applying knowledge of computer capabilities, subject matter, and symbolic logic.AI can speed this up on its own · core task · Seen in real AI use
• Correct errors by making appropriate changes and rechecking the program to ensure that the desired results are produced.AI can speed this up on its own · core task · Seen in real AI use
• Perform or direct revision, repair, or expansion of existing programs to increase operating efficiency or adapt to new requirements.AI can speed this up on its own · core task · Seen in real AI use
• Write, update, and maintain computer programs or software packages to handle specific jobs such as tracking inventory, storing or retrieving data, or controlling other equipment.AI can speed this up on its own · core task · Seen in real AI use
• Consult with managerial, engineering, and technical personnel to clarify program intent, identify problems, and suggest changes.AI can speed this up on its own · core task
• Conduct trial runs of programs and software applications to be sure they will produce the desired information and that the instructions are correct.AI can speed this up on its own · core task · Seen in real AI use
• Prepare detailed workflow charts and diagrams that describe input, output, and logical operation, and convert them into a series of instructions coded in a computer language.AI can speed this up on its own · core task · Seen in real AI use
• Compile and write documentation of program development and subsequent revisions, inserting comments in the coded instructions so others can understand the program.AI can speed this up on its own · core task · Seen in real AI use
• Consult with and assist computer operators or system analysts to define and resolve problems in running computer programs.AI can speed this up on its own · core task
• Perform systems analysis and programming tasks to maintain and control the use of computer systems software as a systems programmer.AI can speed this up on its own · core task
• Write or contribute to instructions or manuals to guide end users.AI can speed this up on its own · core task · Seen in real AI use
• Investigate whether networks, workstations, the central processing unit of the system, or peripheral equipment are responding to a program's instructions.AI can speed this up on its own · core task · Seen in real AI use
• Train subordinates in programming and program coding.AI can speed this up on its own · supplemental task · Seen in real AI use
• Develop Web sites.AI can speed this up on its own · supplemental task · Seen in real AI use
• Collaborate with computer manufacturers and other users to develop new programming methods.AI can speed this up on its own · supplemental task
• Assign, coordinate, and review work and activities of programming personnel.AI can speed this up with extra software · core task
• Train users on the use and function of computer programs.AI can speed this up with extra software · supplemental task