A client asking for AI video generation may also expect someone to edit the footage and deliver motion graphics.
In a November 10 study of Upwork postings, OpenAI and Upwork found that AI-related jobs combined more tasks that rarely appeared together before. On average, 8.4% of task pairs within AI-related postings were historically uncommon, compared with 2.4% in other postings. That is a gap of six percentage points. The comparison includes posts with at least two inferred tasks and gives each post equal weight. The authors call a pair uncommon if it appeared in fewer than 200 pre-AI postings.
What a task pair looks like
The full report describes pairings such as API integration and computer vision. An assignment could ask someone to identify objects in images and send the results into an existing system. Video generation can appear with editing or motion graphics. A freelancer who promises only generated clips may be pricing only one part of a larger job.
The authors infer tasks from marketplace postings and examine how often the tasks occur together. A posting records what a client requested. The study also examines budgets, posted hourly rates, and hours separately. Those are different measures of work. The authors observe patterns on one marketplace, so the results do not establish that AI caused pay to rise or that the figures apply across freelance work. For a study that measures a different activity, see our coverage of OpenAI Signals.
Price each part of the assignment
Before pricing a project, ask which assets and inputs the client will supply, what they expect to receive, and who handles revisions after delivery. For video, separate generated clips, editing, motion graphics, and final exports into distinct lines. For a vision integration, name the test images and describe where a result should appear.
That gives both parties a way to check whether the requested combination was delivered. It also makes it easier to estimate hours for the integration or revision work that a short job title can hide.
Abdessalam Alaoui
I'm Abdessalam Alaoui, founder of Musthave.AI. I write practical guides to AI models, tools, generative media.
