Skip to main content
Paul Welty, PhD AI, WORK, AND STAYING HUMAN

· artificial-intelligence · found

Bookmark: The AI job market is set to snowball in 2025

Discover how the AI job market will surge by 2025, driven by demand for skills across industries and increasing integration of AI technologies.

The article “The AI Job Market Is Set to Snowball in 2025” explores the anticipated surge in demand for artificial intelligence (AI) skills across both tech and non-tech industries. The central thesis is that the demand for AI expertise will continue to grow significantly by 2025. Factors driving this demand include a potential rebound in tech industry hiring and the increasing necessity for businesses outside the tech sector to integrate AI into their operations. The article highlights the scarcity of AI skills, noting particularly high vacancy rates in roles like natural language processing, which are exacerbated by the specialized knowledge required for such positions. This scarcity, as reported by Randstad, underscores the doubling of efforts needed to fill AI roles compared to other sectors. There are further indicators of the heightened demand for AI talent, such as Salesforce’s hiring surge and SoftBank’s commitment to invest heavily in AI-led U.S. jobs. These developments coincide with the finding that AI-related job postings on platforms like Indeed are increasing rapidly. The article concludes that while only a small percentage of global employers currently seek GenAI skills, the demand is projected to rise, with a broad expectation for general AI fluency emerging in various job roles within the next few years.

The AI Job Market Is Set to Snowball in 2025

The agent-shaped org chart

Every real org has the same topology: principal, role-holder, specialists. Staff AI maps onto it, node for node, and the cost collapse shows up in the deliverables that were always just human-handoff overhead.

AI as staff, not software

Two frames for what AI is doing to work. The tool frame makes tools smarter. The staff frame makes roles unnecessary. Those aren't the same product, the same company, or the same industry.

Knowledge work was never work

Knowledge work was always coordination between humans who couldn't share state directly. The artifacts were never the work. They were the overhead — and AI just made the overhead optional.

The work of being available now

A book on AI, judgment, and staying human at work.

The practice of work in progress

Practical essays on how work actually gets done.

The file I almost made twice

A small operational footgun that runs everywhere — building a parallel system when the one you have is fine.

The actor doesn't get to be the verifier

The worker isn't lying. The worker is reporting what it thought it did, which is always one step removed from what the world actually shows. The fix isn't more self-honesty. The fix is a different pair of eyes.

Shopping is the last mile

Every meal planning app treats cooking as the hard problem and shopping as a logistics detail. They have it backwards. Cooking is mostly solved. Shopping is the last mile.

Article analysis: AI revolution reshapes work and home, accelerates faster than any previous technology

Discover how generative AI is rapidly reshaping work and home life, achieving unprecedented adoption rates and impacting productivity across industries.

Bookmark: Sam Altman says OpenAI’s new o3 ‘reasoning’ models begin the ‘next phase’ of AI. Is this agi?

Explore how OpenAI's new o3 reasoning models could redefine AI and usher in the next phase toward Artificial General Intelligence (AGI).

Bookmark: What just happened

Discover Ethan Mollick's insights on transformative AI advancements, exploring how accessible technology reshapes our perceptions of work and research.