Demand for independent specialists continues to grow steadily. Freelancers are actively correcting errors made by modern neural networks today. The Freelancer platform recorded a surge in listings starting August 2025. The number of such orders increased by 87 percent year-over-year. The total number of vacancies reached 10,760 active projects. The Guardian recently cited internal data from this popular platform. The largest share of orders falls within the field of modern graphic design. Design is followed by video editing and professional proofreading of complex texts. The Upwork platform showed a 70 percent annual growth in demand. The number of vacancies in development grew eightfold since 2023. The design category expanded sevenfold over the same period. The Fiverr platform recorded a twentyfold increase in search queries.
Clients often use neural networks to create an initial working draft. Companies then hire people to refine the finished digital material. Graphic designer Lisa from Spain noticed serious changes in the market. Previously, she created logos and packaging entirely from scratch. By 2025, 90 percent of requests involved correcting images. This work accounted for 60 percent of her total annual income. Specialists had to upscale image resolution for high-quality print production. Some source files were so poor that they had to be recreated from scratch. Lisa described this kind of routine work as utterly soulless and tedious. By the end of 2025, she had stopped taking such orders entirely. Australian editor Kim Dunbar spends 60 percent of her working time on AI-related tasks. The number of orders for original articles and blog posts has noticeably declined. Since 2024, she has edited 40 books generated by neural networks. She identified repetition and unnatural paragraph structure as the main issues.
Clients often expect lower rates for this kind of routine work. In practice, corrections take just as much time as creating content from scratch. Illustrator Todd Van Linden turned down an order worth $500. The client wanted 15 images for a children's book corrected quickly. In reality, each image took many hours or days. Editor Nathan McConnell received 100 AI-generated images for a tarot deck. Each card featured extra fingers and incorrectly rendered limbs. Fixing a single image took two or three long hours. Some generated materials are simply impossible to salvage due to fundamental defects. Specialists had to correct improper reflections and unnatural physics in videos. Freelancer platform CEO Matt Barrie offered a straightforward explanation for the rise in such orders. Small companies use neural networks to produce the first version of a product. Entrepreneurs then encounter errors they cannot resolve themselves. The initial cost savings disappear at the stage of preparing commercial materials.
A Management Science study recently recorded a decline in traditional creative orders. The number of vacancies fell by 21 percent over eight months. Orders for visual content creation dropped by 17 percent. Competition among freelancers also continues to grow steadily year after year. One project attracted 54 applications in 2025. Independent specialists themselves hold mixed views on the prospects of this new market segment. Dunbar acknowledges that demand for humanization may disappear within ten years. McConnell believes that professional review will remain in demand indefinitely. An unprepared user may fail to notice brand guideline violations and errors. Van Linden has stopped taking orders and now illustrates by hand. Lisa no longer works with images generated by neural networks. In May, programmers complained about skill degradation caused by neural networks. Reviewing code takes longer than writing it from scratch. In August, analysts recorded record demand for specialists in the United Kingdom.