# Will AI replace DevOps Engineers?

> Infrastructure as code is being heavily optimized by AI, but cross-cloud complexity requires senior oversight. Get your AI lead score to see where you stand.

## Assessment

- **Occupation:** DevOps Engineer
- **Industry category:** Tech
- **Substitution probability:** 28% of the role's current task mix is reachable by generally-available AI
- **Risk rating:** Low
- **Growth outlook:** Rising
- **Typical salary range:** $120k - $210k (HashiCorp 2026 Salary Survey)
- **AI adoption stage in this role:** Early Adopters
- **O*NET code:** 15-1241

## Tasks most exposed to automation

- Terraform/K8s config generation
- Basic incident response scripts
- Security patch monitoring

## Defensible strengths

- Multi-cloud architecture
- Disaster recovery strategy
- Hardware-software integration

## Skills to retire

- Shell Scripting for Backups
- Manual Patching
- Standard Monitoring

## Skills to acquire

- Cloud Financial Management (FinOps)
- Cybersecurity Strategy
- SRE Best Practices

## Recommended pivot

Cloud Architect

## Immediate action

Specialize in AI-driven cost optimization (Cloud FinOps) to save companies millions.

## Interview positioning

Explain how you use AI to predict outages (AIOps) before they happen, making the system 'self-healing' under your guidance.

## Grounding sources

- Oxford (Frey & Osborne): 3% risk — https://www.oxfordmartin.ox.ac.uk/downloads/academic/The_Future_of_Employment.pdf
- OpenAI (2023): ~20% tasks exposed — https://arxiv.org/abs/2303.10130
- BLS 2024: $130,000 Median — https://www.bls.gov/ooh/computer-and-information-technology/computer-network-architects.htm

## Comparable roles

- Software Engineer: 48% substitution probability (https://jobsecuritymeter.com/roles/software-engineer)
- Data Scientist: 52% substitution probability (https://jobsecuritymeter.com/roles/data-scientist)
- Project Manager: 18% substitution probability (https://jobsecuritymeter.com/roles/project-manager)
- Management Consultant: 28% substitution probability (https://jobsecuritymeter.com/roles/management-consultant)

## 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/devops-engineer
**Human-readable version:** https://jobsecuritymeter.com/roles/devops-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