# Is Your Hiring Stack Engineered? The 6-Layer System Every Recruiter Needs Page: https://stenobird.com/podcast/ai-hr-daily-by-ovi-7799457/is-your-hiring-stack-engineered-the-6-layer-system-every-recruiter-needs Text version: https://stenobird.com/podcast/ai-hr-daily-by-ovi-7799457/is-your-hiring-stack-engineered-the-6-layer-system-every-recruiter-needs.md Podcast: [AI HR Daily by OVI](https://stenobird.com/podcast/ai-hr-daily-by-ovi-7799457) Published: 2026-09-10T01:04:13+00:00 Episode link: https://www.aihrdaily.com/article/talent-engineering-stack-tools-comparison-2026 Audio file: https://moyvabqxvlqzzkhyotju.supabase.co/storage/v1/object/public/podcast-audio/episodes/85df613a-d2bd-4554-b77e-808c530f89b3.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/ai-hr-daily-by-ovi-7799457/episodes/is-your-hiring-stack-engineered-the-6-layer-system-every-recruiter-needs ## Resource What if your hiring process ran like a software system — with measurable pipelines, repeatable steps, and continuous improvement loops? That's the idea behind talent engineering, and in this episode we break down the six-layer stack that serious hiring teams are building in 2026. We walk through seven platforms — from applicant tracking to interview intelligence — and show exactly how they fit together. Plus a practical budget guide for teams at every hiring volume, from under ten hires a year all the way to fifty-plus. The stat that kicks things off might surprise you: entry-level hiring at major tech companies has dropped sixty-five percent, while AI and ML engineer hiring is up thirty-nine percent since ChatGPT launched. Every hire carries more weight now — and the systems behind those decisions have to be precise. And if stitching six vendors together sounds exhausting, there's a shortcut. OVI's native AI platform collapses two stack layers into one with AI-powered sourcing and audio chat screening — starting at just twenty-nine dollars a month. ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/ai-hr-daily-by-ovi-7799457/episodes/is-your-hiring-stack-engineered-the-6-layer-system-every-recruiter-needs/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/ai-hr-daily-by-ovi-7799457/is-your-hiring-stack-engineered-the-6-layer-system-every-recruiter-needs.md` — Read the agent-friendly Markdown representation of this episode resource. A page view does not enqueue transcription. Agents should invoke `request_transcript` explicitly when they need this episode processed. ## Transcript Full transcripts are not published on public pages unless there is a clear rights basis.