IS WORK OVER?

Automation index

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

A protocol and a batch report come earlier. The smell of a reaction, and signing a certificate, do not.

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

Task comparison

Chemist

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, calcs and safety sheets.
Estimate

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

20%45%+9
Batch reports, charts and docs.
Estimate

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

18%40%+7.2
Synthesis, titration and sample handling.
Estimate

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

18%15%+2.7
Read a strange result and repeat it.
Estimate

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

16%18%+2.9
Plant safety and waste.
Estimate

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

14%12%+1.7
Sign quality and talk to production.
Estimate

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

14%16%+2.2
Total100%26%

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

Skills and activities

  • Protocols, calcs and safety sheets
  • Batch reports, charts and docs
  • Synthesis, titration and sample handling
  • Read a strange result and repeat it
  • Plant safety and waste
  • Sign quality and talk to production
  • quimico
  • chemist
  • laboratorio quimico

Sources for this job· O*NET 19-2031.00· ESCO/ISCO 2113

Auditor

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
Supervise auditing of establishments, and determine scope of investigation required.
Estimate

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

12%22%+2.6
Analyze business operations, trends, costs, revenues, financial commitments, and obligations to project future revenues and expenses or to provide advice.
Estimate

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

9%48%+4.3
Develop, implement, modify, and document recordkeeping and accounting systems, making use of current computer technology.
Estimate

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

8%55%+4.4
Report to management regarding the finances of establishment.
Estimate

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

7%55%+3.9
Inspect account books and accounting systems for efficiency, effectiveness, and use of accepted accounting procedures to record transactions.
Estimate

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

7%55%+3.9
Prepare adjusting journal entries.
Estimate

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

7%28%+2
Review accounts for discrepancies and reconcile differences.
Estimate

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

6%28%+1.7
Establish tables of accounts and assign entries to proper accounts.
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.

38%28%+10.6
Total100%35%

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

Skills and activities

  • ledger entries
  • close accounts
  • reconcile banks
  • accounting department processes
  • financial department processes
  • economics
  • corporate law
  • accounting
  • inspect tax returns
  • control financial resources

Sources for this job· O*NET 13-2011.00· ESCO/ISCO 2411

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