Will AI replace Computer Programmers?
The Stanford WORKBank study rates tasks, not whole jobs, so it cannot say whether any one job disappears. What it shows: AI experts rate 8 of the 11 studied Computer Programmers tasks as do-able by AI today, and 5 of those are tasks workers also want automated.
of tasks in the Computer Programmers role are ones AI can already do, per AI experts.
From a Stanford study where AI experts and computer programmers workers rated each real task (O*NET). Not a guess from the job title.
Key statistics
Free to cite, with a link back to Automatable.
- AI can already do 73% of the 11 work tasks in the Computer Programmers role, according to AI experts in the Stanford WORKBank study (O*NET SOC 15-1251.00).
- Workers in the Computer Programmers role rate 55% of their tasks 3 or higher out of 5 for wanting them automated (Stanford WORKBank, 1,500 U.S. workers).
- 5 of 11 Computer Programmers tasks are Automation Green Light, wanted by workers and do-able by AI, that is 45% of the role (Stanford WORKBank).
- The typical Computer Programmers task scores 2.92/5 for worker desire to automate and 3.86/5 for AI capability today (Stanford WORKBank, 1-5 scale).
- The Computer Programmers role (O*NET SOC 15-1251.00) has a median U.S. wage of $103,640 and about 109,870 people employed (U.S. O*NET / BLS).
Top tasks to automate
Best fit for today’s tools first. Open one for the how-to and the tools to use.
- Investigate whether networks, workstations, the central processing unit of the system, or peripheral equipment are responding to a program's instructions.
- Compile and write documentation of program development and subsequent revisions, inserting comments in the coded instructions so others can understand the program.
- 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.
- 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.
- Write, analyze, review, and rewrite programs, using workflow chart and diagram, and applying knowledge of computer capabilities, subject matter, and symbolic logic.
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What workers told Stanford
Of the 11 tasks studied for Computer Programmers, 5 (45%) are in the Automation Green Light zone, AI can largely do them and workers want it. Across all tasks, workers rate 55% of their tasks 3 or higher out of 5 for wanting them automated. The typical task scores 2.92/5 for worker desire and 3.86/5 for AI capability.
All 11 tasks, most-wanted first
Compile and write documentation of program development and subsequent revisions, inserting comments in the coded instructions so others can understand the program.
Green Lightwant 3.63 · AI 4.67Investigate whether networks, workstations, the central processing unit of the system, or peripheral equipment are responding to a program's instructions.
Green Lightwant 3.4 · AI 5Write, update, and maintain computer programs or software packages to handle specific jobs such as tracking inventory, storing or retrieving data, or controlling other equipment.
Green Lightwant 3.11 · AI 4.5Write, analyze, review, and rewrite programs, using workflow chart and diagram, and applying knowledge of computer capabilities, subject matter, and symbolic logic.
Green Lightwant 3.1 · AI 3.5Prepare 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.
Green Lightwant 3 · AI 5Correct errors by making appropriate changes and rechecking the program to ensure that the desired results are produced.
R&D Opportunitywant 3 · AI 3Write or contribute to instructions or manuals to guide end users.
Red Lightwant 2.8 · AI 4Develop Web sites.
Red Lightwant 2.67 · AI 4Perform systems analysis and programming tasks to maintain and control the use of computer systems software as a systems programmer.
Red Lightwant 2.63 · AI 3.5Perform or direct revision, repair, or expansion of existing programs to increase operating efficiency or adapt to new requirements.
Low Prioritywant 2.5 · AI 3Assign, coordinate, and review work and activities of programming personnel.
Low Prioritywant 2.33 · AI 2.33
Related occupations
Other Computer and Mathematical roles in the Stanford WORKBank study, closest AI-capability share first.
- Computer User Support SpecialistsAI can do 71% of tasks today · workers want 43% automated
- StatisticiansAI can do 67% of tasks today · workers want 83% automated
- BiostatisticiansAI can do 80% of tasks today · workers want 40% automated
- Software Quality Assurance Analysts and TestersAI can do 65% of tasks today · workers want 88% automated
- Database AdministratorsAI can do 83% of tasks today · workers want 17% automated
- Web DevelopersAI can do 85% of tasks today · workers want 54% automated
Lower-automation alternatives
Less of these jobs is automatable today: AI experts rate a smaller share of their tasks as doable than the 73% for Computer Programmers (Stanford WORKBank).
Computer Programmers ranks #34 of 104 studied roles by the share of tasks AI experts rate as do-able today. See which roles top and bottom the list in the most automatable jobs in 2026.