IS WORK OVER?

Automation index

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

Today an AI can already classify, reconcile, and prep a first close. The final call, and what goes to the tax office, still has a name on it.

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

Task comparison

Accountant

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

Welder

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
Operate safety equipment and use safe work habits.
Estimate

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

6%28%+1.7
Melt and apply solder along adjoining edges of workpieces to solder joints, using soldering irons, gas torches, or electric-ultrasonic equipment.
Estimate

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

5%28%+1.4
Weld components in flat, vertical, or overhead positions.
Estimate

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

5%28%+1.4
Check grooves, angles, or gap allowances, using micrometers, calipers, and precision measuring instruments.
Estimate

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

5%28%+1.4
Determine required equipment and welding methods, applying knowledge of metallurgy, geometry, and welding techniques.
Estimate

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

5%28%+1.4
Align and clamp workpieces together, using rules, squares, or hand tools, or position items in fixtures, jigs, or vises.
Estimate

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

5%28%+1.4
Select and install torches, torch tips, filler rods, and flux, according to welding chart specifications or types and thicknesses of metals.
Estimate

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

5%28%+1.4
Recognize, set up, and operate hand and power tools common to the welding trade, such as shielded metal arc and gas metal arc welding equipment.
Estimate

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

4%28%+1.1
Other less frequent tasks (weight estimated from frequency).
Estimate

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

60%28%+16.8
Total100%28%

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

Skills and activities

  • technical drawings
  • hydraulics
  • pipeline coating properties
  • types of pipelines
  • isometric perspective
  • cooperate with colleagues
  • inspect pipelines
  • use welding equipment
  • operate welding equipment
  • clear pipelines

Sources for this job· O*NET 51-4121.00· ESCO/ISCO 7212

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