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

Logistics coordinator

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
Maintain and develop positive business relationships with a customer's key personnel involved in, or directly relevant to, a logistics activity.
Estimate

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

11%28%+3.1
Develop an understanding of customers' needs and take actions to ensure that such needs are met.
Estimate

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

10%28%+2.8
Direct availability and allocation of materials, supplies, and finished products.
Estimate

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

9%28%+2.5
Direct team activities, establishing task priorities, scheduling and tracking work assignments, providing guidance, and ensuring the availability of resources.
Estimate

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

8%28%+2.2
Protect and control proprietary materials.
Estimate

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

7%28%+2
Explain proposed solutions to customers, management, or other interested parties through written proposals and oral presentations.
Estimate

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

5%22%+1.1
Manage subcontractor activities, reviewing proposals, developing performance specifications, and serving as liaisons between subcontractors and organizations.
Estimate

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

5%28%+1.4
Perform managerial duties such as hiring and training employees and overseeing facility needs or requirements.
Estimate

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

5%28%+1.4
Other less frequent tasks (weight estimated from frequency).
Estimate

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

40%28%+11.2
Total100%28%

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

Skills and activities

  • multimodal transport logistics
  • markets for modes of transport
  • comply with railway safety standards
  • resolve shipment issues
  • track shipments
  • use different communication channels
  • handle shipment risks
  • negotiate logistics services
  • analyse transportation costs
  • apply transportation management concepts

Sources for this job· O*NET 13-1081.00· ESCO/ISCO 4323

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