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

HVAC 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
Comply with all applicable standards, policies, or procedures, such as safety procedures or the maintenance of a clean work area.
Estimate

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

10%28%+2.8
Recommend, develop, or perform preventive or general maintenance procedures, such as cleaning, power-washing, or vacuuming equipment, oiling parts, or changing filters.
Estimate

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

8%28%+2.2
Test electrical circuits or components for continuity, using electrical test equipment.
Estimate

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

6%28%+1.7
Discuss heating or cooling system malfunctions with users to isolate problems or to verify that repairs corrected malfunctions.
Estimate

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

6%12%+0.7
Repair or replace defective equipment, components, or wiring.
Estimate

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

6%12%+0.7
Keep records of repairs and replacements made and causes of malfunctions.
Estimate

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

5%12%+0.6
Record and report time, materials, faults, deficiencies, or other unusual occurrences on work orders.
Estimate

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

5%55%+2.8
Install, connect, or adjust thermostats, humidistats, or timers.
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.

50%28%+14
Total100%27%

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

Skills and activities

  • refrigerants
  • electric heating systems
  • hydraulics
  • thermodynamics
  • fluid mechanics
  • domestic cooling systems
  • electricity
  • electrical wiring plans
  • mechanics
  • work ergonomically

Sources for this job· O*NET 49-9021.00· ESCO/ISCO 7127

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