IS WORK OVER?

Automation index

How much of a Translator’s job can AI already do?

Today an AI can already do 52% of this job. Literary or close legal translation still needs someone willing to stand behind every word.

This percentage does not predict how many people will lose their jobs.

Task comparison

Translator

Where the time goes

Task weights are our estimates based on O*NET frequency data, not time shares published by O*NET.

The time saving for each task is estimated separately.

TaskShareAIPoints
Follow ethical codes that protect the confidentiality of information.
Estimate

No public source provides a precise figure. This is our estimate.

15%28%+4.2
Translate messages simultaneously or consecutively into specified languages, orally or by using hand signs, maintaining message content, context, and style as much as possible.
Public

WMT 2024

See evidence

14%72%+10.1
Listen to speakers' statements to determine meanings and to prepare translations, using electronic listening systems as necessary.
Public

WMT 2024

See evidence

11%72%+7.9
Identify and resolve conflicts related to the meanings of words, concepts, practices, or behaviors.
Estimate

No public source provides a precise figure. This is our estimate.

10%28%+2.8
Check translations of technical terms and terminology to ensure that they are accurate and remain consistent throughout translation revisions.
Public

WMT 2024

See evidence

8%72%+5.8
Refer to reference materials, such as dictionaries, lexicons, encyclopedias, and computerized terminology banks, as needed to ensure translation accuracy.
Public

WMT 2024

See evidence

7%72%+5
Compile information on content and context of information to be translated and on intended audience.
Public

WMT 2024

See evidence

7%72%+5
Adapt translations to students' cognitive and grade levels, collaborating with educational team members as necessary.
Public

WMT 2024

See evidence

7%72%+5
Other less frequent tasks (weight estimated from frequency).
Estimate

No public source provides a precise figure. This is our estimate.

21%28%+5.9
Total100%52%

Modelled workweek: 100% · Public evidence: 54% · Estimate: 46% · Confidence: Medium

Skills and activities

  • translate texts
  • interpret
  • proofread translations
  • information confidentiality
  • spelling
  • office software
  • grammar
  • speak different languages
  • master language rules
  • develop a translation strategy

Sources for this job· O*NET 27-3091.00· ESCO/ISCO 2643

Retail salesperson

Where the time goes

Task weights are our estimates based on O*NET frequency data, not time shares published by O*NET.

The time saving for each task is estimated separately.

TaskShareAIPoints
Greet customers and ascertain what each customer wants or needs.
Estimate

No public source provides a precise figure. This is our estimate.

8%28%+2.2
Bag or package purchases and wrap gifts.
Estimate

No public source provides a precise figure. This is our estimate.

7%28%+2
Open and close cash registers, performing tasks such as counting money, separating charge slips, coupons, and vouchers, balancing cash drawers, and making deposits.
Estimate

No public source provides a precise figure. This is our estimate.

7%28%+2
Compute sales prices, total purchases, and receive and process cash or credit payment.
Estimate

No public source provides a precise figure. This is our estimate.

7%28%+2
Answer questions regarding the store and its merchandise.
Estimate

No public source provides a precise figure. This is our estimate.

7%28%+2
Recommend, select, and help locate or obtain merchandise based on customer needs and desires.
Estimate

No public source provides a precise figure. This is our estimate.

6%28%+1.7
Prepare merchandise for purchase or rental.
Estimate

No public source provides a precise figure. This is our estimate.

6%28%+1.7
Describe merchandise and explain use, operation, and care of merchandise to customers.
Estimate

No public source provides a precise figure. This is our estimate.

6%28%+1.7
Other less frequent tasks (weight estimated from frequency).
Estimate

No public source provides a precise figure. This is our estimate.

46%28%+12.9
Total100%28%

Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low

Skills and activities

  • sales argumentation
  • characteristics of products
  • e-commerce systems
  • product comprehension
  • types of written press
  • guarantee customer satisfaction
  • carry out products preparation
  • operate cash register
  • ensure compliance with legal requirements
  • examine merchandise

Sources for this job· O*NET 41-2031.00· ESCO/ISCO 5223

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