Data-backed analysis · Updated 2026

AI job risk library

217 roles analyzed — automation exposure scores, mitigation playbooks, and career roadmaps.

217Roles analyzed

42Avg. risk score

5Critical risk

28High risk

184Lower risk

Technology

30 roles

Avg. risk:41/100

Technical LeadAI risk analysis for Technical Leads in 2026. Discover AI's impact, safe skills, and how to adapt to thrive in the age of automation.
48/100
Moderate
Systems AdministratorAI's impact on Systems Administrators in 2026: Job security, automation risks, and skills to future-proof your career. Expert analysis & roadmap.
48/100
Moderate
Robotics EngineerAI risk analysis for Robotics Engineers in 2026. Discover automation potential, safe skills, and career roadmap for robotics professionals.
48/100
Moderate
Game DeveloperAI's impact on Game Developer roles in 2026: job security, automation risk score, skills to future-proof your career, and salary impact.
48/100
Moderate
Database AdministratorIs your Database Administrator job at risk from AI? Analyze AI impact, get a personalized career roadmap, and learn key AI skills to future-proof your DBA career.
48/100
Moderate
Blockchain DeveloperAI risk for Blockchain Developers in 2026: job security analysis, automation potential, skills to learn, and career roadmap. Understand the impact of AI.
48/100
Moderate
Test Automation EngineerAI impact on Test Automation Engineer role: job security, required skills, and how to adapt. Expert analysis for 2026 and beyond.
48/100
Moderate
Site Reliability EngineerAI's impact on Site Reliability Engineers in 2026: Job security, automation risks, and skills to future-proof your SRE career. Get the expert analysis.
48/100
Moderate
QA EngineerAI risk analysis for QA Engineers in 2026. Discover automation threats, safe skills, and career moves to thrive in the age of AI. Get salary insights.
48/100
Moderate
Platform EngineerAI's impact on Platform Engineers in 2026: job risk, automation potential, needed skills, and career roadmap. See how to adapt and thrive.
48/100
Moderate
Software EngineerSoftware Engineer AI risk analysis 2026: Moderate displacement risk as AI automates coding tasks but creates new opportunities for AI-augmented development roles.
45/100
Moderate
Mobile DeveloperMobile Developer AI risk analysis 2026: Moderate displacement risk (42/100). Learn how AI tools are changing mobile development and strategies to stay ahead.
42/100
Moderate
Frontend DeveloperFrontend developers face moderate AI risk by 2026. Learn which skills stay safe, which tasks AI automates, and how to AI-proof your frontend career.
42/100
Moderate
Network EngineerAI risk analysis for Network Engineers in 2026. Discover automation threats, safe skills, career roadmaps, and how to future-proof your network career.
42/100
Moderate
IT Support SpecialistAI risk analysis for IT Support Specialists in 2026. Discover automation threats, safe skills, and how to future-proof your IT support career.
42/100
Moderate
Embedded Systems EngineerAI risk analysis for Embedded Systems Engineers in 2026. Discover automation threats, safe skills, and how to adapt to thrive in the AI era.
42/100
Moderate
Technical Program ManagerAI risk analysis for Technical Program Managers in 2026. Discover automation potential, safe skills, and career roadmap for TPMs in the age of AI.
42/100
Moderate
Solutions ArchitectAI risk analysis for Solutions Architects in 2026. Discover automation threats, safe skills, and how to future-proof your tech career.
42/100
Moderate
Information Security EngineerAI impact on Information Security Engineer jobs in 2026. Discover automation risks, safe skills, career roadmap, and how to adapt. Get your AI survival guide.
42/100
Moderate
Engineering ManagerAI risk analysis for Engineering Managers in 2026. Discover AI's impact, safe skills, and career roadmap to thrive in the age of automation.
42/100
Moderate
Machine Learning EngineerMachine Learning Engineer AI displacement risk analysis 2026: Moderate risk (35/100) with strong defensive skills in system architecture and strategic thinking.
35/100
Moderate
iOS DeveloperiOS Developer AI risk analysis 2026: Moderate displacement risk with 35% automation potential. Learn adaptation strategies and AI tools for career resilience.
35/100
Moderate
Full Stack DeveloperDiscover how AI impacts Full Stack Developer jobs in 2026. Moderate risk analysis, career roadmap, and essential AI tools to stay competitive in tech.
35/100
Moderate
DevOps EngineerDevOps Engineers face moderate AI risk by 2026. Learn how AI automation affects infrastructure roles and strategies to stay competitive in platform engineering.
35/100
Moderate
Cybersecurity AnalystCybersecurity Analyst AI risk assessment: 35/100 risk score. Learn how AI impacts threat detection, incident response, and which skills remain safe in 2026.
35/100
Moderate
Cloud EngineerCloud Engineer AI displacement risk analysis 2026: Moderate risk with 35/100 score. Learn how AI affects cloud engineering careers and adaptation strategies.
35/100
Moderate
Backend DeveloperBackend Developer AI risk analysis 2026: Moderate displacement risk (35/100). Learn which skills are safe, which tasks AI automates, and how to stay ahead.
35/100
Moderate
Android DeveloperDiscover how AI impacts Android developers in 2026. Analysis shows moderate risk with 35/100 score. Learn essential AI tools and career strategies.
35/100
Moderate
Web DeveloperWeb Developer AI risk analysis 2026: Moderate displacement risk as AI automates coding tasks but creates opportunities in architecture and UX strategy.
35/100
Moderate
AI EngineerAI Engineers face low displacement risk in 2026. Discover why AI creators are safer than most roles, key skills to develop, and career strategies for success.
25/100
Moderate

Data & Analytics

14 roles

Avg. risk:41/100

Healthcare

24 roles

Avg. risk:33/100

Finance

20 roles

Avg. risk:53/100

Marketing

19 roles

Avg. risk:48/100

Design

8 roles

Avg. risk:43/100

Engineering

18 roles

Avg. risk:34/100

Operations

15 roles

Avg. risk:39/100

Sales

15 roles

Avg. risk:45/100

Human Resources

9 roles

Avg. risk:38/100

Legal

8 roles

Avg. risk:52/100

Education

11 roles

Avg. risk:33/100

Science

10 roles

Avg. risk:33/100

Media

9 roles

Avg. risk:55/100

Architecture

4 roles

Avg. risk:35/100

Transportation

3 roles

Avg. risk:42/100

Browse by industry

Technology(30)Data & Analytics(14)Healthcare(24)Finance(20)Marketing(19)Design(8)Engineering(18)Operations(15)Sales(15)Human Resources(9)Legal(8)Education(11)Science(10)Media(9)Architecture(4)Transportation(3)