Is Your Job AI-Proof? Find Out Which Side of the 2026 Tech Layoff Wave You're On

Q: Is the "Is Your Job AI-Proof? Find Out Which Side of the 2026 Tech Layoff Wave You're On" quiz accurate?

This quiz uses scenario-based questions grounded in established psychological frameworks. While no online quiz replaces professional assessment, our methodology provides meaningful insights for self-discovery.

Q: How long does this quiz take?

The quiz takes approximately 3-5 minutes to complete. It consists of 12 carefully designed questions. Answer honestly with your gut reaction for the most accurate result.

Q: Can I retake the quiz?

Yes, you can retake the quiz as many times as you like. Your answers may vary depending on your current life circumstances and personal growth.

Question 1

Your company announces it is piloting AI tools to handle parts of your workflow. Your first thought is:

Accepted Answer

"I should probably try it, but honestly I haven't gotten around to it.", "Which tasks can I hand off so I can focus on higher-value work?", "I've heard they're piloting this in my whole department. My manager mentioned efficiency targets.", "This can't replace what I do — my work requires judgment no algorithm has."

Question 2

Think about a typical workday. What does most of your output actually look like?

Accepted Answer

Configuring, directing, or evaluating AI-generated outputs — human judgment applied to machine drafts, Writing, research, data analysis, scheduling, customer support, basic code, or other knowledge work that follows a repeatable process, A role that a year ago required a full team — and now your team is half the size it was, Physical presence, hands-on decisions, or direct human interaction (patient care, field work, client relationships, construction)

Question 3

A colleague shows you that ChatGPT can do a decent version of your core task in 30 seconds. You:

Accepted Answer

Use it immediately as a starting point, then layer in the judgment and expertise that makes it actually good, Feel a knot in your stomach and close the tab — it was better than you expected and you haven't processed it yet, Have already had this exact conversation with your manager, who referenced "automation efficiency" in your last performance review, Know exactly why the demo version is wrong or incomplete — the real version of your work requires context that AI can't gather

Question 4

Your company's last two rounds of restructuring involved:

Accepted Answer

A formal reduction in force that included people with your exact job title, Eliminating roles below yours while your team actually grew, because someone has to manage the AI systems, No layoffs in your area — your function is considered essential and high-touch, Backfilling fewer roles when people leave — the team shrinks slowly without a formal "layoff"

Question 5

How much of your value at work comes from relationships, trust, and institutional knowledge that took years to build?

Accepted Answer

Some of it, but most of what you produce could theoretically be replicated by someone (or something) who knew the process, Almost entirely — your clients, patients, or colleagues trust you specifically, and that relationship cannot be transferred to software, Honestly not much — your role is more about execution than relationships, and your company knows it, Significantly — but you've been deliberately building expertise around the tools, not just the relationships

Question 6

You find out that a company in your industry cut 40% of roles in your function using AI last quarter. You:

Accepted Answer

Take it as a signal to deepen your AI skills immediately — you're not going to get left holding the bag, Feel anxious but tell yourself your company is different, your manager is supportive, and it probably won't happen here, Already knew about it — you've been watching your sector closely because it felt like it was just a matter of time, Note it but don't feel threatened — what you do requires physical presence or deep personal trust that software can't replicate

Question 7

Your skills outside your current company — how portable are they?

Accepted Answer

Your skills are most valuable inside your current company — outside it, you'd be competing with a much younger, lower-cost, AI-augmented workforce, Increasingly portable in AI-forward companies — you've been building a portfolio that shows you can direct and evaluate AI output, Highly portable because they're based on licensed expertise, physical trade skills, or relational trust that transfers across employers, Moderately portable, but you've noticed that job postings in your field increasingly ask for AI tool experience you don't have

Question 8

Anthropic's March 2026 labor market report ranked computer programmers as the most AI-exposed profession — 75% of tasks now covered by AI in day-to-day work. Your reaction is:

Accepted Answer

That doesn't apply to me — my work is defined by human context, physical judgment, or emotional complexity, I'm a programmer and this genuinely worries me, but I haven't changed much about what I do yet, I'm in a field adjacent to this, and I know the exposure number for my role is almost as high, I'm a programmer who saw this coming — I've been pivoting to architecture, AI evaluation, and system design for two years

Question 9

Your manager mentions "AI-driven efficiency targets" in a 1:1 meeting. You:

Accepted Answer

Nod along, feel nervous, and spend that evening researching AI upskilling courses you never end up finishing, Welcome the conversation because you've already been demonstrating how you exceed targets using AI yourself, Feel certain this is the preamble to a restructuring announcement — you've started quietly updating your resume, Know it doesn't apply to your function — your value is measurable by outcomes no productivity metric captures

Question 10

How would you describe your industry's relationship with AI adoption right now?

Accepted Answer

My industry adopted AI fast and cut headcount faster — the restructuring announcements have been coming every quarter, Fast-moving, and my team is one of the ones driving the adoption rather than being disrupted by it, Slow or resistant by design — my industry (healthcare, law, trades, education, therapy) relies on licensed accountability that AI cannot assume, Moderate — everyone knows AI is coming but most people are still doing their jobs the old way and hoping the timeline is further out than it is

Question 11

When you think honestly about what your employer is paying you for, it is most accurately:

Accepted Answer

The irreplaceable trust, judgment, and human presence I bring to situations that require a person — not a tool, A set of outputs — reports, content, code, analysis — that took training but follow a learnable, repeatable pattern, A role that was created during a growth period and is now being reconsidered in a cost-cutting environment, My ability to extract business value from AI systems that untrained users cannot operate at the same level

Question 12

Six months from now, what is the most likely change to your current role?

Accepted Answer

I'm not confident my role exists in its current form — the conversation about restructuring in my team is already happening, I'll be doing a bigger version of the same role with fewer people beneath me, because AI handles what they used to do, My role will exist but it'll look different — more AI-assisted, possibly with a headcount reduction in my department, Very little — my work is demand-driven and the demand for human judgment in my field is increasing, not decreasing

Is Your Job AI-Proof? Find Out Which Side of the 2026 Tech Layoff Wave You're On

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