IS WORK OVER?

Automation index

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

A protocol and a first result come earlier. A culture that does not contaminate does not.

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

Task comparison

Microbiologist

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
Protocols, plates and a first result.
Estimate

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

16%40%+6.4
Plate, incubate and read cultures.
Estimate

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

20%12%+2.4
Report to the clinician and not jump.
Estimate

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

16%22%+3.5
Quality, strains and documentation.
Estimate

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

16%28%+4.5
Biosafety, waste and kit.
Estimate

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

16%16%+2.6
Not calling a negative that is a positive.
Estimate

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

16%14%+2.2
Total100%22%

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

Skills and activities

  • Protocols, plates and a first result
  • Plate, incubate and read cultures
  • Report to the clinician and not jump
  • Quality, strains and documentation
  • Biosafety, waste and kit
  • Not calling a negative that is a positive
  • microbiologo

Sources for this job· O*NET 19-1022.00· ESCO/ISCO 2131

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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