AI Job Risk Assessment
Will AI replace your software engineering job?
Find out in 5 minutes.
Take a 5-minute personalized assessment built specifically for software engineers. Get your AI Disruption Score, a task-by-task analysis of what's at risk, and three concrete pivot paths tailored to your experience.
Free. No login required to start. Takes 5–7 minutes.
Sample report
Not your data
Sample report for a Senior Software Engineer at a SaaS company. Yours will be personalized to your exact responses.
What you'll learn about your job
Your AI Disruption Score
A single number (0–100) showing your overall exposure, broken down across five factors: task automatability, adoption velocity, skill differentiation, career portability, and time-to-impact urgency.
Task-by-task analysis
See exactly which parts of your work are exposed today and which remain durable. For each task you get a current status and 18-month trajectory grounded in what tools like Cursor, Claude Code, and GitHub Copilot are actually doing.
Three personalized pivot paths
Based on your experience and strengths, three specific career directions that compound your existing skills into more durable AI-era roles. Each path includes salary ranges, timelines, and the skill gaps to close.
A 30-day action plan
Three concrete actions you can take in the next 30 days — not generic “learn AI” advice, but specific moves tailored to your situation and top pivot path.
How it works
Step 1
Tell us about your work
Answer 14 questions about your role, how you spend your time, and your environment. Takes 5–7 minutes.
Step 2
Get your personalized report
We calculate your score using a 5-factor methodology refined quarterly with current AI capability data. You see your full report immediately — no waiting for an email.
Step 3
Take action
Use your pivot path recommendations and 30-day plan to start making your work more durable.
The methodology
The assessment uses a 5-factor model that weighs:
- Task Automatability (40%) — what percentage of your time goes to tasks AI tools currently handle well.
- Adoption Velocity (20%) — how fast displacement is happening at your employer and in your industry.
- Skill Differentiation (20%) — what makes your work hard to replicate.
- Career Portability (10%) — how easily you can pivot to adjacent durable roles.
- Time-to-Impact Urgency (10%) — how soon major changes are likely.
Task-automatability ratings are recalibrated quarterly against actual AI tool capabilities. Salary data and pivot-path information is refreshed every six months from sources including Levels.fyi, Glassdoor, and recent industry hiring reports.
Frequently asked questions
Yes. The assessment and report are completely free. You'll be subscribed to our weekly AI newsletter for software engineers when you receive your full report, but you can unsubscribe anytime.
Find out where you stand.
5 minutes. Free. Built specifically for software engineers.
Start the assessment →