IS WORK OVER?

Automation index

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

A diagram and a balance come earlier. Stopping the plant and not overloading the reactor do not.

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

Task comparison

Process engineer

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
P&IDs, balances and the operating procedure.
Estimate

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

18%48%+8.6
Plant, trials and the real bottleneck.
Estimate

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

16%22%+3.5
Capacity, yields and the improvement report.
Estimate

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

16%40%+6.4
Start-up, shutdown and the shift that skips the SOP.
Estimate

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

16%18%+2.9
Process safety and the HAZOP that hurts.
Estimate

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

18%14%+2.5
Not overloading the reactor, and signing the change.
Estimate

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

16%12%+1.9
Total100%26%

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

Skills and activities

  • P&IDs
  • mass balances
  • HAZOP
  • plant start-up
  • improve yields
  • SOP
  • bottlenecks
  • process safety

Sources for this job· O*NET 17-2112.00· ESCO/ISCO 2141

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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