Technology occupation
Will AI replace Software Developer?
See how this occupation’s day-to-day work compares with other jobs in exposure to AI and automation, why it received this result, and where human skills remain essential.
Software Developer
Software Developers · Technology
Higher AI & automation exposure than 82% of jobs we compare.
Exposure index: 82 / 100
This compares the type of work in this job with the work in hundreds of other jobs.
This is a comparison between jobs — not a 82% chance of job loss.
Why did this job get this result?
- Nearly all core work—including programming, debugging, architecture design, and code review—takes place in digital environments.
- Software engineering incorporates structured patterns, syntax rules, repeatable test cycles, and continuous integration pipelines.
- The work is conducted entirely on computers without physical manipulation or robotic automation factors.
- Developers must translate complex, ambiguous user requirements into robust, scalable, and maintainable software architectures.
- Collaborating with product managers, cross-functional teams, and engineering peers is essential for delivering successful software.
How technology may change this work
Technology and human strengths
What AI & automation may affect
- AI code-completion and generation assistants can draft routine boilerplate code, propose algorithm implementations, and suggest syntax fixes.
- Automated test suites and CI/CD pipelines can execute regression testing, static code analysis, and deployment checks.
Human strengths in this job
- Designing resilient system architecture, data models, and high-level software abstractions
- Understanding ambiguous business requirements and determining technical feasibility within budget and timeline limits
- Navigating critical engineering trade-offs between performance, security, maintainability, and delivery speed
- Debugging novel, intermittent production issues that span distributed infrastructure and legacy systems
How this result breaks down
These are model components, not percentages of the job or of how necessary people are.
How much the job involves information, data, writing, analysis or other digital work that AI and software may help with.
How much of the work follows regular, predictable or repeated steps.
How much of the physical work may be suitable for machines or robotics.
How much the job depends on judgment, creativity, communication and adapting to real situations.
How is the index calculated?
The Exposure Index is a percentile comparing this job's digital, routine, and physical tasks against all 897 occupations in the Model 2.1 dataset. A score of 82 means higher modeled exposure than approximately 82% of comparable jobs.
Your work may differ
How does your work compare?
Two people with the same job title can do very different work. Answer seven quick questions to see how your specific day-to-day tasks compare.
What people in this job commonly do
- Analyze user needs and software requirements to determine feasibility of design within time and cost constraints.
- Develop or direct software system testing or validation procedures, programming, or documentation.
- Confer with systems analysts, engineers, programmers and others to design systems and to obtain information on project limitations and capabilities, performance requirements and interfaces.
- Modify existing software to correct errors, adapt it to new hardware, or upgrade interfaces and improve performance.
- Prepare reports or correspondence concerning project specifications, activities, or status.
- Analyze information to determine, recommend, and plan installation of a new system or modification of an existing system.
How we compare jobs
We look at what people do in hundreds of occupations — including digital work, repeatable activities, physical automation and human skills — then compare the job with other occupations.
What this tool cannot predict
It cannot predict individual job loss, exact technology adoption timing or decisions by an individual employer.
Occupation and data details
O*NET-SOC: 15-1252.00
Career category: Technology
Typical education: Bachelor's degree
Data source: O*NET, U.S. Department of Labor.
This product includes information from the O*NET 31.0 Database by the U.S. Department of Labor, Employment and Training Administration (USDOL/ETA), used under the CC BY 4.0 license. Toolsyte has modified and scored some information; USDOL/ETA has not approved, endorsed, or tested these modifications. O*NET® is a trademark of USDOL/ETA.