# Will AI replace Software Engineers?

> AI is rapidly automating boilerplate code and unit testing, but architectural complex problem solving remains a human moate.

## Assessment

- **Occupation:** Software Engineer
- **Industry category:** Tech
- **Substitution probability:** 48% of the role's current task mix is reachable by generally-available AI
- **Risk rating:** Moderate
- **Growth outlook:** Stable
- **Typical salary range:** $80k - $220k (Levels.fyi + 2026 AI-Impact Audit)
- **AI adoption stage in this role:** Early Majority
- **O*NET code:** 15-1252

## Tasks most exposed to automation

- Auto-generation of standard functions
- Syntactic debugging automation
- Automated UI/UX code generation

## Defensible strengths

- Complex system architecture
- Legacy system migration
- Human-centric requirement gathering

## Skills to retire

- Manual Unit Testing
- Boilerplate CSS/HTML writing
- Basic Bug Fixing

## Skills to acquire

- System Architecture Design
- Distributed Computing
- AI Integration Engineering

## Recommended pivot

System Architect

## Immediate action

Focus on AI-assisted debugging to double your output while mastering system design.

## Interview positioning

When asked about AI, pivot the conversation to how you use it to accelerate testing cycles while maintaining architectural integrity.

## Grounding sources

- Oxford (Frey & Osborne): 13% risk — https://www.oxfordmartin.ox.ac.uk/downloads/academic/The_Future_of_Employment.pdf
- Modern LLM Assessment (2023): ~80% tasks exposed — https://arxiv.org/abs/2303.10130
- BLS 2024: $132,270 Median — https://www.bls.gov/ooh/computer-and-information-technology/software-developers.htm

## Comparable roles

- Data Scientist: 52% substitution probability (https://jobsecuritymeter.com/roles/data-scientist)
- DevOps Engineer: 28% substitution probability (https://jobsecuritymeter.com/roles/devops-engineer)
- Product Manager: 18% substitution probability (https://jobsecuritymeter.com/roles/product-manager)
- UX/UI Designer: 32% substitution probability (https://jobsecuritymeter.com/roles/ux-ui-designer)

## Important caveat

This is the median assessment for the occupation. An individual's exposure depends on their actual task mix, seniority and industry, which is why two people with this job title can receive materially different scores from the live assessment at https://jobsecuritymeter.com/roadmap.

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**Source:** Job Security Meter — https://jobsecuritymeter.com/roles/software-engineer
**Human-readable version:** https://jobsecuritymeter.com/roles/software-engineer
**Last updated:** August 2026
**Attribution:** Free to quote and cite with attribution to Job Security Meter.
**Full site specification for language models:** https://jobsecuritymeter.com/llms-full.txt