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HUMANTAIL AI — CAREER EXPOSURE BUREAU
AI CAREER EXPOSURE ASSESSMENT · MODEL UPDATED SEPTEMBER 2026

How safe is your career from AI?

AI can now operate computers, write code, analyze documents and perform whole professional workflows.

Discover which parts of your job are exposed, what remains uniquely valuable, and exactly what you should learn next.

GET MY AI EXPOSURE SCORE →

FREE · INDIA-SPECIFIC · 3 MINUTES

HUMANTAIL SCORE™
64 / 100
HIGH AI EXPOSURE
Software Developer · Bengaluru · 2 years experience
EXPOSURE ESTIMATE
CONFIDENCE: HIGH
LAST UPDATED: SEPTEMBER 2026

CAREER COMPONENT EXPOSURE

Boilerplate coding91%
Documentation86%
Basic debugging79%
Testing73%
Architecture41%
Product judgement29%
Client communication21%
Leadership13%

Example file. Your own breakdown is built from the duties you actually perform — never from your job title alone.

This is not a quiz. It is a career file.

Can AI do MY job?

Paste a job description, upload your resume, or tick the tasks you really do. A software engineer at an IT services firm and one at a product startup get different scores. Same title, different exposure.

Human Moat™

A second number: judgment, accountability, trust, relationships, physical work, negotiation. Exposure tells you what you lose. Your moat tells you what you keep.

AI pressure forecast

Where the pressure sits now, over 12–24 months, and longer term — as ranges with reasons, never fake dates. Anyone giving you a month is guessing.

The escape plan

A score with no exit is just anxiety. You get a realistic target score, the responsibilities to move toward, your highest-return skills and a 90-day plan.

India Mode

Built on Indian work reality — IT services, BPO, CA, banking, government prep, sales, teaching, design — and especially freshers entering the workforce while entry-level work changes.

A share card, not a link

Your result renders as an image built for WhatsApp forwarding, with the number, your most exposed duties and a scannable code.

What AI learned recently

Capability shifts, translated into work — not generic AI news.

AI systems can now run multi-step spreadsheet and reporting workflowsAFFECTED ROLE FAMILIES: 19
Computer-use agents improved at navigating business softwareAFFECTED ROLE FAMILIES: 27
Document review and drafting quality crossed junior-professional levelAFFECTED ROLE FAMILIES: 14
Code generation moved from snippets to whole working featuresAFFECTED ROLE FAMILIES: 11
CHECK IF THIS AFFECTS ME →

Career battles

Deciding between two paths? Compare them on exposure, Indian demand, human moat and exit options.

SEE ALL BATTLES →

Our monthly research

Every month we republish which jobs gained exposure, which got safer, and what AI newly learned to do — plus India-specific data by city, industry and salary band.

FOR JOURNALISTS AND RESEARCHERS

Our figures are free to quote with attribution. Every index page carries the method, the confidence level behind each number, the published hiring and headcount data we calibrate against, and a copy-ready citation line.

Get your number

Three minutes. Your real duties, your city, your experience, your industry. You leave with a score, a moat, a forecast and a plan.

EXPOSURE ESTIMATES, NOT PREDICTIONS. WE SHOW CONFIDENCE LEVELS BECAUSE HONESTY IS THE PRODUCT.