Software Developer
AI is reshaping the work of a Software Developer — and here's where you already have an edge.
The national job data counts roles like yours under a bigger heading — "Software Developers and Software Quality Assurance Analysts and Testers." That's the name you'll see on the numbers below, but this is all about your work as a Software Developer.
The Shift
How much of this work overlaps with today's AIA lot
This role
BarelySomeA lot
AI is set to change a lot of this work
Source
Felten et al. 2021
Read the researchWhat you do · Where AI is heading
- AI Integration and DevelopmentSoftware developers utilize artificial intelligence principles and techniques throughout computing applications, supported by ACM's Special Interest Groups including SIGAI for artificial intelligence, SIGPLAN for programming languages, and specialized resources covering foundational concepts and cutting-edge advancements in machine learning integration with software development practices.
Where this comes from
Association for Computing Machinery (…
View guidance from your field - AI-Assisted Test Generation and QAAI tools can draft test cases and surface edge cases straight from your code or requirements, so you get broader coverage faster, and you still review the assertions and decide what really matters.
Where this comes from
the vendor
See the course
Market Outlook
This work is growing fast
More people will be needed for this — about 15.8% more from 2024 to 2034, before AI is even counted.
Official U.S. job data, 2024–2034 — before AI is counted.
Sources
U.S. BLS OEWS 2025
View the official dataU.S. BLS Projections 2024–34
View the official data✓ Backed by 4 independent sources
3 of your strengths already reach other roles.
Where could you go next?Real roles your work already reaches.