Automation index
How much of a Labour consultant’s job can AI already do?
A payroll run and a contract template come earlier. Advocacy in labour court and an ERE do not.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Labour consultant
29%
AI can already do 29% of this job.
#62 / 623
View rankingLabour consultant
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.
| Task | Share | AI | Points |
|---|---|---|---|
Payroll, social security and standard contracts.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 48% | +8.6 |
Draft filings, appeals and settlements.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 40% | +6.4 |
Conciliation, hearing and labour inspectorate visits.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 22% | +3.5 |
Advise on dismissals, working time and collective agreements.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 28% | +4.5 |
Day-to-day service to company and worker.EstimateNo public source provides a precise figure. This is our estimate. | 18% | 18% | +3.2 |
Deadlines, records and the firm’s liability.EstimateNo public source provides a precise figure. This is our estimate. | 16% | 14% | +2.2 |
| Total | 100% | 28% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- Draft filings, appeals and settlements
- Day-to-day service to company and worker
- graduado social
- asesor laboral
- labour consultant
Sources for this job· O*NET 13-1071.00· ESCO/ISCO 2423
IS WORK OVER?
QA tester
38%
#11 / 623
View rankingQA tester
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.
| Task | Share | AI | Points |
|---|---|---|---|
Identify, analyze, and document problems with program function, output, online screen, or content.EstimateNo public source provides a precise figure. This is our estimate. | 12% | 55% | +6.6 |
Document software defects, using a bug tracking system, and report defects to software developers.EstimateNo public source provides a precise figure. This is our estimate. | 11% | 55% | +6.1 |
Install, maintain, or use software testing programs.EstimateNo public source provides a precise figure. This is our estimate. | 8% | 28% | +2.2 |
Monitor program performance to ensure efficient and problem-free operations.EstimateNo public source provides a precise figure. This is our estimate. | 6% | 28% | +1.7 |
Develop testing programs that address areas such as database impacts, software scenarios, regression testing, negative testing, error or bug retests, or usability.EstimateNo public source provides a precise figure. This is our estimate. | 6% | 48% | +2.9 |
Document test procedures to ensure replicability and compliance with standards.EstimateNo public source provides a precise figure. This is our estimate. | 6% | 55% | +3.3 |
Create or maintain databases of known test defects.EstimateNo public source provides a precise figure. This is our estimate. | 6% | 48% | +2.9 |
Provide feedback and recommendations to developers on software usability and functionality.EstimateNo public source provides a precise figure. This is our estimate. | 6% | 28% | +1.7 |
Other less frequent tasks (weight estimated from frequency).EstimateNo public source provides a precise figure. This is our estimate. | 39% | 28% | +10.9 |
| Total | 100% | 38% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- internal risk management policy
- ICT quality policy
- software anomalies
- levels of software testing
- quality standards
- quality assurance methodologies
- ICT process quality models
- set quality assurance objectives
- ensure continuous preparedness for audits
- comply with legal regulations
Sources for this job· O*NET 15-1253.00· ESCO/ISCO 2519