Will AI Replace My Job? Task Exposure Calculator

Quick answer

No calculator can tell you whether AI will replace your job. This one measures task exposure instead: the share of your weekly work hours that you rate as tasks an AI tool could finish in half the time. It follows a published research rubric and gives a lower, middle and upper estimate.

Updated 2026-10-02Reviewed by Prof. Dr. Khalil Mudassar, PhD
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Task Exposure Estimate
Drafting, editing and summarizing text, emails and reports.
Analysis, spreadsheets, coding, checking records.
Scheduling, forms, filing, data entry.
Clients, patients, students, your team.
Building, repairing, driving, caring, moving things.
Setting priorities, judging risk, supervising.

Middle estimate of exposure

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Lower bound (E1 only)--
Upper bound (E1 + E2)--
Exposed hours (middle)--
Hours rated not exposed--
Hours by rating--
Most exposed task group--

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How to Use the AI Job Exposure Calculator

  1. Split a normal work week into the six task groups and enter the hours for each. Leave a group blank if you never do it.
  2. Give each group a rating: E0, E1 or E2. Rate what an AI tool could do today, not what you fear it could do one day.
  3. Read the middle estimate, then the lower and upper bounds. Change one rating to see how much it moves the result.

The three ratings come from a published study. Use these plain meanings:

RatingChoose it when
E0, no exposureAn AI language tool saves little or no time on the task, or makes the result worse.
E1, direct exposureA chat-style AI language tool alone could cut the time for the task by at least half, at the same quality.
E2, exposure through extra softwareThe chat tool alone would not halve the time, but extra software built on it could. Image tools count here.

What each result tells you:

ResultWhat it means
Middle estimate of exposureE1 hours plus half of E2 hours, as a share of all hours.
Lower boundE1 hours only. Tasks a chat tool alone could speed up.
Upper boundE1 plus all E2 hours. The most exposure your ratings allow.
Hours rated not exposedThe hours you rated E0.
Most exposed task groupThe group that adds the most exposed hours.

What Is AI Job Exposure?

AI job exposure is the share of the tasks in a job that an AI tool could complete much faster at the same quality. It describes tasks, not people. It is not the same as job loss.

The measure used here comes from the study "GPTs are GPTs" by Tyna Eloundou, Sam Manning, Pamela Mishkin and Daniel Rock. The study rated work tasks from the O*NET database of United States occupations. A task counted as exposed when a large language model could cut the time to complete it by at least 50 percent at equal quality.

The authors found that around 80 percent of the United States workforce could have at least 10 percent of their work tasks affected. About 19 percent of workers may see at least 50 percent of their tasks affected. The authors state that they make no predictions about the timeline of development or adoption.

That last point matters. Exposure answers "could a tool speed this task up?". It does not answer "will my employer cut this role?". This page cannot answer the second question, and no honest tool can.

How Does the AI Job Exposure Calculator Work?

The calculator adds up the hours you rated E1 and E2 and divides by your total hours. It reports three measures, the same three the study defines.

Formula: Lower = E1 hours / total hours. Middle = (E1 hours + 0.5 x E2 hours) / total hours. Upper = (E1 hours + E2 hours) / total hours.
  1. Total hours = the sum of the hours in all six task groups.
  2. E1 hours = hours in groups you rated E1. E2 hours = hours in groups you rated E2.
  3. The lower bound counts E1 only. The study calls this the lower bound of exposed tasks.
  4. The middle estimate gives E2 half weight. The study uses a 0.5 weight because extra tools need more investment before they work.
  5. The upper bound counts E1 and E2 in full. The study calls this the upper bound of exposure.

One thing differs from the study. The study counts tasks within an occupation. This tool weights by your hours, because hours describe your own week better than a task list does. Your result is therefore not directly comparable with the study percentages.

AI Job Exposure Example

This is an illustration with made-up ratings. It is not a finding about any real job. A desk worker spends a 40-hour week like this:

Task groupHoursRating
Writing and documents12E1
Data, numbers and code10E2
Routine admin6E1
Working with people8E0
Planning and decisions4E0
MeasureCalculationResult
Lower bound18 / 4045.0%
Middle estimate(18 + 0.5 x 10) / 4057.5%
Upper bound(18 + 10) / 4070.0%

Meaning: by these ratings, 23 of 40 weekly hours sit in tasks a tool could speed up. The other hours do not. A hands-on week with 25 of 40 hours rated E0 gives a middle estimate of 15.0 percent with the ratings in Example B.

Factors That Change Your Exposure Result

Your result depends on your inputs alone. Four things move it most.

How You Split Your Hours

The hours are the weights. Moving 5 hours from an E0 group to an E1 group in a 40-hour week raises the lower bound by 12.5 points.

How Strictly You Rate

The study sets a high bar: the time must fall by at least half at equal quality. A tool that helps a little is still E0. Loose ratings inflate the result.

E1 or E2

E2 hours count half in the middle estimate. Rating 10 hours as E2 instead of E1 lowers the middle estimate by 12.5 points in a 40-hour week.

How Mixed Each Group Is

A group holds many tasks. Rate the group by what fills most of its hours. For a closer result, look up the task list for your occupation in O*NET OnLine and rate each task.

When You Rate

Tools change. A rating made today describes today. Run the tool again when your tools or your duties change.

Exposure vs Displacement Compared

Exposure and displacement are different things. Most scare headlines mix them up.

QuestionExposureDisplacement
What it measuresWhether a tool could speed up a taskWhether a job is lost
UnitTasks or hoursPeople and jobs
Can it be estimated from a task list?Yes, with a rubricNo
Depends on employers, cost, law and demand?NoYes
What this calculator reportsYesNo

The International Labour Organization made the same point in its 2025 global index. It found that one in four workers worldwide are in an occupation with some generative AI exposure, and that 3.3 percent of global employment falls in the highest exposure category. It concluded that transformation of jobs is the most likely impact, because most occupations include tasks that need human input.

The same report found higher exposure in high-income countries, at 34 percent of employment, than in low-income countries, at 11 percent. Clerical occupations had the highest exposure.

When to Use an AI Job Exposure Calculator

When You Plan Your Skills

Find the task group that adds the most exposed hours. Then decide whether to learn the tools for it or to shift time toward tasks you rated E0. Before paying for training, test the payback with the bootcamp ROI calculator or the college ROI calculator.

When You Compare Two Roles

Run the tool once for each role with honest hours. The guide on a raise versus a promotion helps with the pay side of that choice.

When You Want to Save Time Now

Exposed hours are also hours you could speed up yourself. The AI workflow efficiency calculator puts a time value on that.

When a Headline Worries You

Replace a vague fear with your own numbers. A result of 30 percent means 70 percent of your week is unchanged by your own ratings.

Common Mistakes When Judging AI Job Risk

1. Treating Exposure as a Layoff Forecast

The study behind this rubric makes no prediction about timing or adoption. An exposed task can make a worker faster instead of redundant.

2. Trusting a Single Risk Score for a Job Title

Two people with the same title can have different weeks. A score that ignores your own task mix cannot describe you.

3. Rating by Fear

Rate what a tool does today at equal quality. Rating every task E1 because AI "might" do it one day turns the result into a guess.

4. Ignoring the Quality Test

The rubric needs equal quality. A fast draft that you must rewrite does not halve the time.

5. Comparing Your Hours Result with Study Percentages

The study counts tasks across occupations. This tool weights your own hours. The two numbers measure different things.

6. Believing Exact Timelines

We found no cited study that gives a reliable date for one person or one job. Be careful with any tool that prints one.

Accuracy and Limitations

The arithmetic is exact. The result is only as good as your ratings, and it says nothing about whether your job will change.

What it calculates accurately

  • The share of your hours you rated E1 and E2
  • The lower, middle and upper measures as the study defines them
  • The exposed hours per week and the largest contributor

What it does not account for

  • Whether, when or how employers adopt AI tools
  • Cost, regulation, liability, customer preference and demand for your work
  • New tasks that appear as tools spread
  • Robotics and other non-language automation, which the rubric does not rate
  • Pay, hiring and layoffs
  • Changes in AI ability after the day you rate your tasks

The rubric dates from 2023 and was written for large language models. Your ratings should reflect the tools you can use today.

How We Calculate AI Job Exposure

Method
Hours-weighted version of the exposure measures in Eloundou, Manning, Mishkin and Rock, "GPTs are GPTs" (arXiv 2303.10130, version 5, 21 August 2023).
Measures
Lower = E1. Middle = E1 + 0.5 x E2. Upper = E1 + E2. Each is divided by total hours.
Inputs used
Your weekly hours in six task groups and your own E0, E1 or E2 rating for each.
Our adaptation
The study counts tasks. We weight by hours. The six task groups are our own plain grouping, not a category list from the study.
No built-in scores
The tool holds no risk score for any job title, no timeline and no pay effect. The presets are examples with made-up ratings.
Rounding
Percentages and hours are shown to one decimal place.
Edge cases
Blank groups are skipped. Total hours must be above 0 and no more than 168.
Sources
See Sources below. Each was read on 2026-10-02.
Last reviewed
2026-10-02.

Frequently Asked Questions About AI and Your Job

Will AI replace my job?

Nobody can answer that for one person with a calculator. Research measures exposure, meaning tasks a tool could speed up. The International Labour Organization concluded in 2025 that transformation of jobs is the most likely impact of generative AI.

What does a 40 percent exposure result mean?

It means 40 percent of your weekly hours sit in tasks you rated as ones an AI tool could halve. In a 40-hour week that is 16 hours. It does not mean a 40 percent chance of losing your job.

Which jobs are most exposed to AI?

Clerical occupations have the highest exposure in the 2025 International Labour Organization index. The 2023 study behind this tool found that higher-income jobs potentially face greater exposure to language models.

How many workers are exposed to AI?

One 2023 study estimated that around 80 percent of the United States workforce could have at least 10 percent of their tasks affected, and about 19 percent could have at least 50 percent affected. A 2025 global index put one in four workers in an occupation with some exposure.

What is the difference between E1 and E2?

E1 means a chat-style AI language tool alone could halve the time for the task. E2 means it would take extra software built on that tool to halve the time. E2 counts half in the middle estimate.

Why does this tool not ask for my job title?

A job title would need a built-in risk score, and we have no sourced score for individual titles. Your own task hours describe your week better. You can look up the official task list for your occupation in O*NET OnLine.

How long until AI affects my job?

This page gives no timeline. The authors of the study behind the rubric state that they make no predictions about the development or adoption timeline. Adoption depends on cost, rules and employers.

Is high exposure always bad?

No. An exposed task is one you could also finish faster yourself. The study concludes that these tools show traits of general-purpose technologies, which change how work is done across many fields.

Who should not rely on this calculator?

Anyone making a major decision, such as quitting a job or paying for a degree, should not rely on it alone. It reflects your own ratings on one day and says nothing about hiring or pay.

Is my information saved?

No. The calculation runs in your browser and nothing is sent to our servers. Anything you Save stays in this browser only.

Sources

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This calculator gives an educational estimate of task exposure, based on your own ratings. It is not a forecast of job loss, pay or hiring, and it is not career, financial or legal advice. Exposure means a tool could speed up a task. It does not mean an employer will change your role. No study can predict what happens to one person. Use the result as a starting point for your own planning. Spotted an error? Let us know.

Author

shakeel-Muzaffar
Founder & Editor-in-Chief at  ~ Web ~ More Posts

Shakeel Muzaffar is the Founder and Editor-in-Chief of MultiCalculators.com, bringing over 15 years of experience in digital publishing, product strategy, and online tool development. He leads the platform's editorial vision, ensuring every calculator meets strict standards for accuracy, usability, and real-world value. Shakeel personally oversees content quality, formula verification workflows, and the platform's commitment to publishing tools that are genuinely useful for students, professionals, and everyday users worldwide.