IS WORK OVER?

Automation index

How much of a Foreign-trade technician’s job can AI already do?

An Incoterm comes earlier. The order crossing the border without sticking on the entry do not.

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

Task comparison

Foreign-trade technician

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
Incoterms, origin and the entry.
Estimate

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

18%52%+9.4
Licences, certificates and the missing one.
Estimate

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

16%40%+6.4
The client, the bank and the letter of credit.
Estimate

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

16%22%+3.5
Duty, VAT and the customs value.
Estimate

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

16%28%+4.5
The forwarder, the delay and not promising the date.
Estimate

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

18%14%+2.5
That it crosses, and not sticking on the entry.
Estimate

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

16%12%+1.9
Total100%28%

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

Skills and activities

  • Incoterms
  • customs entry
  • letters of credit
  • certificates of origin
  • customs value
  • duties
  • import licences
  • import VAT

Sources for this job· O*NET 13-1199.00· ESCO/ISCO 3331

Senior developer

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
Modify existing software to correct errors, adapt it to new hardware, or upgrade interfaces and improve performance.
Estimate

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

11%28%+3.1
Design, develop and modify software systems, using scientific analysis and mathematical models to predict and measure outcomes and consequences of design.
Estimate

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

10%48%+4.8
Store, retrieve, and manipulate data for analysis of system capabilities and requirements.
Estimate

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

10%48%+4.8
Confer with systems analysts, engineers, programmers and others to design systems and to obtain information on project limitations and capabilities, performance requirements and interfaces.
Estimate

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

9%48%+4.3
Supervise the work of programmers, technologists and technicians and other engineering and scientific personnel.
Estimate

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

8%22%+1.8
Analyze user needs and software requirements to determine feasibility of design within time and cost constraints.
Estimate

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

7%48%+3.4
Develop or direct software system testing or validation procedures, programming, or documentation.
Estimate

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

7%55%+3.9
Consult with customers or other departments on project status, proposals, or technical issues, such as software system design or maintenance.
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.

33%28%+9.2
Total100%37%

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

Skills and activities

  • write code
  • programming
  • software development
  • coding
  • debug code
  • computer programming
  • decentralized application frameworks
  • blockchain openness
  • software components libraries
  • ICT debugging tools

Sources for this job· O*NET 15-1252.00· ESCO/ISCO 2512

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