The AI Shake-Up: Which Jobs Are Transforming and Which Are Thriving?
Headlines about jobs at risk from AI prompt important questions. A practical, data-driven look at which roles are transforming, which are thriving, and how to plan.

The headline narrative around AI and jobs has been mostly binary. Jobs are either at risk, or they are not. The reality is more textured. Most jobs are transforming. Some are thriving. A small number are eroding. The pattern is more useful than the headline.
Three categories, not two
Transforming
The largest category by far. Software engineers, designers, recruiters, finance ops, customer support, marketing. These roles are not disappearing. They are absorbing AI capabilities into the daily flow. The shape of the job changes year over year. (Our longer-form view on how careers reshape by 2030 covers the trajectory.)
Thriving
Jobs adjacent to AI infrastructure. Machine learning engineers, AI product managers, agent designers, evaluation specialists. Hiring volume is up sharply across most major markets. Salaries follow.
Eroding
A small number of role categories where the core job was already mostly automatable. Some entry-level data entry, basic transcription, very simple bookkeeping. These have been eroding for a decade. AI accelerates the trend rather than starting it.
The risk for most workers is not replacement. It is failing to absorb the augmented version of their own job.
What this means for individual workers
- Treat AI fluency as a core professional skill, not an optional add-on
- Build verifiable artefacts of your work so your value is legible without a resume
- Specialize in the parts of your role that demand judgement, taste, or relationship
- Continuously prune the parts of your day AI can do faster
What this means for hiring teams
The labour market is sorting fast. Employers that pay attention to skills, not credentials, will source better. Employers that automate the screening burden will hire faster. Employers that maintain a humane candidate experience under that automation will have the pick of the market.
Vitae is built for the recruiting team navigating this shift. See how the agents work and how the pricing scales with your team.


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