IS WORK OVER?

Automation index

How much of a Small-hydro technician’s job can AI already do?

A turbinable flow comes earlier. Spinning without running dry do not.

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

Task comparison

Small-hydro 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
Flow, set-point and the log.
Estimate

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

16%32%+5.1
Turbine, the bearing and the one that sounds.
Estimate

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

22%8%+1.8
Gate, the jam and the log.
Estimate

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

16%22%+3.5
Low flow, the river and not forcing it.
Estimate

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

16%28%+4.5
The flood, the spill and not leaving it open.
Estimate

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

16%18%+2.9
That it spins, and not dry.
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

  • turbinable flow
  • bearings
  • gates
  • low flow
  • spills
  • small hydro
  • turbine logs
  • jams

Sources for this job· O*NET 51-8013.00· ESCO/ISCO 3131

Pharmacist

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
Review prescriptions to assure accuracy, to ascertain the needed ingredients, and to evaluate their suitability.
Estimate

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

12%28%+3.4
Assess the identity, strength, or purity of medications.
Estimate

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

11%28%+3.1
Provide information and advice regarding drug interactions, side effects, dosage, and proper medication storage.
Estimate

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

10%28%+2.8
Maintain records, such as pharmacy files, patient profiles, charge system files, inventories, control records for radioactive nuclei, or registries of poisons, narcotics, or controlled drugs.
Estimate

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

9%12%+1.1
Analyze prescribing trends to monitor patient compliance and to prevent excessive usage or harmful interactions.
Estimate

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

9%12%+1.1
Advise customers on the selection of medication brands, medical equipment, or healthcare supplies.
Estimate

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

7%28%+2
Plan, implement, or maintain procedures for mixing, packaging, or labeling pharmaceuticals, according to policy and legal requirements, to ensure quality, security, and proper disposal.
Estimate

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

6%28%+1.7
Order and purchase pharmaceutical supplies, medical supplies, or drugs, maintaining stock and storing and handling it properly.
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.

30%28%+8.4
Total100%25%

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

Skills and activities

  • microbiology-bacteriology
  • pharmacy law
  • organic chemistry
  • physics
  • pharmaceutical technology
  • pharmacognosy
  • human anatomy
  • toxicology
  • inorganic chemistry
  • pharmacokinetics

Sources for this job· O*NET 29-1051.00· ESCO/ISCO 2262

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