Automation index
How much of a Senior developer’s job can AI already do?
Today an AI can already do 37% of this job. Architecture, the hard calls, and review still need someone who has broken production.
This percentage does not predict how many people will lose their jobs.
Task comparison
IS WORK OVER?
Senior developer
37%
AI can already do 37% of this job.
#13 / 623
View rankingSenior developer
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 |
|---|---|---|---|
Modify existing software to correct errors, adapt it to new hardware, or upgrade interfaces and improve performance.EstimateNo public source provides a precise figure. This is our estimate. | 11% | 28% | +3.1 |
Design, develop and modify software systems, using scientific analysis and mathematical models to predict and measure outcomes and consequences of design.EstimateNo public source provides a precise figure. This is our estimate. | 10% | 48% | +4.8 |
Store, retrieve, and manipulate data for analysis of system capabilities and requirements.EstimateNo public source provides a precise figure. This is our estimate. | 10% | 48% | +4.8 |
Confer with systems analysts, engineers, programmers and others to design systems and to obtain information on project limitations and capabilities, performance requirements and interfaces.EstimateNo public source provides a precise figure. This is our estimate. | 9% | 48% | +4.3 |
Supervise the work of programmers, technologists and technicians and other engineering and scientific personnel.EstimateNo public source provides a precise figure. This is our estimate. | 8% | 22% | +1.8 |
Analyze user needs and software requirements to determine feasibility of design within time and cost constraints.EstimateNo public source provides a precise figure. This is our estimate. | 7% | 48% | +3.4 |
Develop or direct software system testing or validation procedures, programming, or documentation.EstimateNo public source provides a precise figure. This is our estimate. | 7% | 55% | +3.9 |
Consult with customers or other departments on project status, proposals, or technical issues, such as software system design or maintenance.EstimateNo public source provides a precise figure. This is our estimate. | 5% | 28% | +1.4 |
Other less frequent tasks (weight estimated from frequency).EstimateNo public source provides a precise figure. This is our estimate. | 33% | 28% | +9.2 |
| Total | 100% | 37% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- write code
- programming
- software development
- coding
- debug code
- computer programming
- decentralized application frameworks
- blockchain openness
- software components libraries
- ICT debugging tools
Sources for this job· O*NET 15-1252.00· ESCO/ISCO 2512
IS WORK OVER?
Cashier
30%
#48 / 623
View rankingCashier
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 |
|---|---|---|---|
Receive payment by cash, check, credit cards, vouchers, or automatic debits.EstimateNo public source provides a precise figure. This is our estimate. | 9% | 28% | +2.5 |
Issue receipts, refunds, credits, or change due to customers.EstimateNo public source provides a precise figure. This is our estimate. | 7% | 28% | +2 |
Greet customers entering establishments.EstimateNo public source provides a precise figure. This is our estimate. | 7% | 28% | +2 |
Answer incoming phone calls.EstimateNo public source provides a precise figure. This is our estimate. | 7% | 28% | +2 |
Establish or identify prices of goods, services, or admission, and tabulate bills, using calculators, cash registers, or optical price scanners.EstimateNo public source provides a precise figure. This is our estimate. | 6% | 28% | +1.7 |
Compute and record totals of transactions.EstimateNo public source provides a precise figure. This is our estimate. | 6% | 55% | +3.3 |
Request information or assistance, using paging systems.EstimateNo public source provides a precise figure. This is our estimate. | 6% | 28% | +1.7 |
Answer customers' questions, and provide information on procedures or policies.EstimateNo public source provides a precise figure. This is our estimate. | 5% | 28% | +1.4 |
Other less frequent tasks (weight estimated from frequency).EstimateNo public source provides a precise figure. This is our estimate. | 47% | 28% | +13.2 |
| Total | 100% | 30% |
Modelled workweek: 100% · Public evidence: 0% · Estimate: 100% · Confidence: Low
Skills and activities
- customer service
- operate cash point
- use different communication channels
- apply numeracy skills
- process refunds
- ensure client orientation
- process payments
- provide customer follow-up services
- issue sales invoices
- manage theft prevention
Sources for this job· O*NET 41-2011.00· ESCO/ISCO 5230