INSIGHT: Employment among U.S. software developers aged 22–25 has fallen to its lowest level since late 2022, while hiring has continued to grow for older age groups, according to Stanford Digital Economy Lab analysis of ADP data.

What happened

Employment among U.S. software developers aged 22–25 fell to its lowest level since late 2022, while hiring for older developers kept rising, according to Stanford Digital Economy Lab analysis of ADP payroll data.

Confirmed

Global impact / market context

A drop in junior developer jobs may slow the pipeline of new talent, while more hiring of older developers could raise wage pressure and shift how tech firms staff projects.

Analyst inference

The trend shows firms are favoring experienced engineers as the tech hiring environment stays cautious, which could affect overall industry hiring patterns and talent supply dynamics.

Analyst inference

What to watch

1. If the decline in 22‑25‑year‑old developer employment continues, companies may need to adjust recruitment strategies or increase internal training to fill entry‑level roles. Analyst inference
2. Whether hiring growth for older developers leads to higher average salary offers, impacting tech companies’ labor cost forecasts and budgeting. Analyst inference
3. How the shifting age‑based hiring pattern influences the composition of tech workforces at startups versus established firms, affecting their growth and product timelines. Analyst inference

Evidence

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