In flux Splitting in two: a version that got more expert, and a version that got deskilled.

Software developers

Split in two: the ones who direct agents are thriving; the ones who wrote boilerplate are not.

Horizon: 2021–2025
Protection from automation: Weakly protected · our reading

The interesting thing about this entry is that the popular story and the measured story disagree. The popular story is “AI writes code, developers are fine because they do architecture”. PwC’s billion-advertisement analysis puts software developers in the democratised bucket — the one where AI takes the harder tasks and leaves work that requires less expertise, with lower barriers to entry and weaker wage growth.PwC 2026

The 52% of advertised jobs that are being democratised grew half as fast as the 22% being professionalised, and lag 42% on wage growth since 2021.PwC 2026 And Stanford’s data shows the entry-level version of this job is where the decline actually shows up.Stanford 2026

So: not a dying profession, a redistributing one. The seat is still there. The on-ramp narrowed.

What holds it up

System-level design and trade-off decisions still need a human
Someone must own an outage
The profession absorbed a generational tool change before and refactored around it

What threatens it

PwC classifies software developers as *democratised* — AI takes the expert tasks and leaves simpler work
Entry-level hiring in these occupations is where the Stanford decline shows up
The task-level exposure keeps rising as models get agentic

The four tests

What protects this job

Four things that keep a job out of a machine's reach. Score them 0–3 and add them up: the higher the total, the harder the job is to automate.

Needs hands and a body — not at all (not at all)
A person is answerable — a little (a little)
It needs a relationship — a little (a little)
The role can't be split — yes (yes)

One title, two jobs: the part that got more skilled is protected, the part that got simpler is not.

Our reading of the job, not a measurement — the evidence is below.

Verified claims

PwC's 2026 Barometer lists software developers among the roles AI democratises: it automates higher-expertise tasks and leaves the role requiring less expertise, with lower barriers to entry and falling wages. PwC 2026
Democratised jobs make up 52% of advertised roles and are growing half as fast as professionalised roles, with 42% slower wage growth since 2021. PwC 2026
Software developers are among the AI-exposed occupations in which 22–25-year-old employment fell sharply. Stanford 2026