Automation index
Can AI do the work of a Video producer?
Today an AI can already spin variants and assemble a first cut. Deciding what works, what ships, and why, is still direction.
No number on this site decides whether someone keeps or loses their job.
Task comparison
IS WORK OVER?
Video producer
34%
AI or a robot can already do 34% of this job.
#21 / 103
View rankingVideo producer
Where the time goes
Score = Σ (weight × saving). Weight is our estimate from frequency, not a time share published by O*NET. Saving is separate.
Weights are our estimate from O*NET frequency (FT). O*NET does not publish % of the week.
| Task | Share | AI | Adds |
|---|---|---|---|
Write and edit news stories from information collected by reporters and other sources.EstimateNo public source pins this saving. It is an estimate of the method. | 9% | 55% | +5 |
Research production topics using the internet, video archives, and other informational sources.EstimateNo public source pins this saving. It is an estimate of the method. | 9% | 48% | +4.3 |
Plan details such as framing, composition, camera movement, sound, and actor movement for each shot or scene.EstimateNo public source pins this saving. It is an estimate of the method. | 8% | 28% | +2.2 |
Communicate to actors the approach, characterization, and movement needed for each scene in such a way that rehearsals and takes are minimized.EstimateNo public source pins this saving. It is an estimate of the method. | 7% | 28% | +2 |
Compose and edit scripts or provide screenwriters with story outlines from which scripts can be written.EstimateNo public source pins this saving. It is an estimate of the method. | 6% | 28% | +1.7 |
Cut and edit film or tape to integrate component parts into desired sequences.EstimateNo public source pins this saving. It is an estimate of the method. | 6% | 28% | +1.7 |
Perform management activities, such as budgeting, scheduling, planning, and marketing.EstimateNo public source pins this saving. It is an estimate of the method. | 6% | 28% | +1.7 |
Direct live broadcasts, films and recordings, or non-broadcast programming for public entertainment or education.EstimateNo public source pins this saving. It is an estimate of the method. | 5% | 55% | +2.8 |
Other less frequent tasks (weight estimated from frequency).EstimateNo public source pins this saving. It is an estimate of the method. | 44% | 28% | +12.3 |
| Total | 100% | 34% |
Modelled week 100% · Public evidence 0% · Estimate 100% · Confidence: Low
Skills this job uses
- project management principles
- film production process
- accounting techniques
- audiovisual products
- copyright legislation
- work with motion picture editing team
- manage budgets
- consult with production director
- select scripts
- liaise with financiers
Sources for this job· O*NET 27-2012.00· ESCO/ISCO 2654
IS WORK OVER?
Data scientist
40%
#6 / 103
View rankingData scientist
Where the time goes
Score = Σ (weight × saving). Weight is our estimate from frequency, not a time share published by O*NET. Saving is separate.
Weights are our estimate from O*NET frequency (FT). O*NET does not publish % of the week.
| Task | Share | AI | Adds |
|---|---|---|---|
Generate standard or custom reports summarizing business, financial, or economic data for review by executives, managers, clients, and other stakeholders.EstimateNo public source pins this saving. It is an estimate of the method. | 14% | 55% | +7.7 |
Manage timely flow of business intelligence information to users.EstimateNo public source pins this saving. It is an estimate of the method. | 13% | 28% | +3.6 |
Maintain or update business intelligence tools, databases, dashboards, systems, or methods.EstimateNo public source pins this saving. It is an estimate of the method. | 11% | 48% | +5.3 |
Provide technical support for existing reports, dashboards, or other tools.EstimateNo public source pins this saving. It is an estimate of the method. | 9% | 55% | +5 |
Synthesize current business intelligence or trend data to support recommendations for action.EstimateNo public source pins this saving. It is an estimate of the method. | 6% | 28% | +1.7 |
Create business intelligence tools or systems, including design of related databases, spreadsheets, or outputs.EstimateNo public source pins this saving. It is an estimate of the method. | 6% | 55% | +3.3 |
Collect business intelligence data from available industry reports, public information, field reports, or purchased sources.EstimateNo public source pins this saving. It is an estimate of the method. | 6% | 55% | +3.3 |
Identify or monitor current and potential customers, using business intelligence tools.EstimateNo public source pins this saving. It is an estimate of the method. | 6% | 28% | +1.7 |
Other less frequent tasks (weight estimated from frequency).EstimateNo public source pins this saving. It is an estimate of the method. | 29% | 28% | +8.1 |
| Total | 100% | 40% |
Modelled week 100% · Public evidence 0% · Estimate 100% · Confidence: Low
Skills this job uses
- analyse data
- models
- dashboards
- python
- information structure
- data warehouse
- database
- web programming
- ICT security legislation
- business process modelling
Sources for this job· O*NET 15-2051.01· ESCO/ISCO 2521