IS WORK OVER?

Automation index

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

A stroke pattern comes earlier. Getting them on court without wrecking the shoulder do not.

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

Task comparison

Tennis coach

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
Pattern, rally and the plan.
Estimate

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

16%32%+5.1
Court, the one who hides and the one who overhits.
Estimate

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

22%8%+1.8
Competition, the needle and the one who throws the racquet.
Estimate

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

16%22%+3.5
Shoulder, load and not rushing the event.
Estimate

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

16%28%+4.5
Parents, the ranking and not burning the child.
Estimate

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

16%18%+2.9
On court, and the shoulder whole.
Estimate

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

14%12%+1.7
Total100%19%

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

Skills and activities

  • rally
  • stroke patterns
  • court
  • shoulder
  • ranking
  • racquet
  • parents
  • training load

Sources for this job· O*NET 27-2022.00· ESCO/ISCO 3422

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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