is AI going to replace programmers?
Is AI going to replace programmers? Nobody knows. In conversations the Anthropic Economic Index matched to programming tasks, 37% stayed hands-on and 63% handed the task off. That's usage, not job loss. This isn't job advice.
Includes a sort-the-real-tasks widget built on the Anthropic Economic Index — hands-on or hands-off, then the real split.
| Task (verbatim) | Hands-on | Hands-off |
|---|---|---|
| Correct errors by making appropriate changes and rechecking the program to ensure that the desired results are produced. | 26% | 74% |
| Conduct trial runs of programs and software applications to be sure they will produce the desired information and that the instructions are correct. | 11% | 89% |
| Compile and write documentation of program development and subsequent revisions, inserting comments in the coded instructions so others can understand the program. | 23% | 77% |
| 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. | 28% | 72% |
| Perform or direct revision, repair, or expansion of existing programs to increase operating efficiency or adapt to new requirements. | 33% | 67% |
| Write, analyze, review, and rewrite programs, using workflow chart and diagram, and applying knowledge of computer capabilities, subject matter, and symbolic logic. | 38% | 62% |
| Write or contribute to instructions or manuals to guide end users. | 35% | 65% |
| Investigate whether networks, workstations, the central processing unit of the system, or peripheral equipment are responding to a program's instructions. | 4% | 96% |
| 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. | 49% | 51% |
| Train subordinates in programming and program coding. | 62% | 38% |
| Develop Web sites. | 48% | 52% |
Computer Programmers ranks 9 of 718 occupations by share of matched Claude usage (1.67%). Across every matched conversation for this occupation, 37% stayed hands-on and 63% were handed off. 11 of 17 tasks are published above; the rest are withheld for privacy, not zero. Period: May 2026.
This page counts conversations matched to programming tasks, not people. Most of the humans in those conversations are probably not computer programmers themselves. The data has no trend line, so it can't show usage rising or falling, and it says nothing at all about whether jobs in this field are growing, shrinking, safe, or at risk. Don't use this page to decide whether to enter, stay in, or leave this line of work, in either direction.
Source: the Anthropic Economic Index (CC BY 4.0), period May 2026, snapshot 2026-06-24. See every job on the task-by-task exposure checker.