Weekly Signal Reports

AI Hiring Intelligence

Every Tuesday we score open AI roles across PE portfolios and Enterprise SaaS using our proprietary automation scoring. Higher score = harder to replace. Lower score = more of the role can be automated today.

Issue 6 · July 2026 New
Everyone Adopted AI. Almost Nobody Got the Payoff.
Published July 2026
97% adoption, 5% goal achievement CBRE: $1.7B AI spend Douglas Elliman's Elius

Real estate brokerages have some of the highest AI adoption rates of any industry, but almost none have seen the payoff. Douglas Elliman's new AI subsidiary points to why, and what to do about it.

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Issue 5 · June 2026
Give Youth an AI Chance
Published June 4, 2026
Stanford: entry-level down 13% Goldman: 16,000 jobs/month IBM tripling entry-level hires

AI is closing the door on early careers. Stanford, Goldman Sachs, and three companies show the data, and what smart leaders are doing differently.

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Issue 4 · May 2026
The Carlyle Group: AI Hiring Signal Report
Published May 13, 2026
AI Development Lead 71/100 Product Manager 55/100 BI Engineer 63/100

Carlyle says stop asking where AI can make you faster, and start asking which workflows can be transformed. We turned that question on their own open roles. The answer is in the job postings.

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Issue 3 · May 2026
Apollo Global Management: AI Hiring Signal Report
Published May 5, 2026
AI Strategy Lead 68/100 Lead Applied AI Specialist 58/100 Transformation Associate 52/100

Apollo’s own job postings confess the automation gap in writing. Brian Chu is right that AI has not shown up in the numbers yet. The gap is not strategy, it is execution.

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Issue 2 · April 2026
KKR: AI Hiring Signal Report
Published April 27, 2026
KKR AI Platform Lead 61/100 KKR Head of AI PM 72/100 Qventus PM 67/100

Meta and Microsoft cut 23,000 roles in one week. KKR’s own AI hiring signals show structured coordination tasks facing real automation pressure by Q4 2026, while organizational judgment stays protected.

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Issue 1 · April 2026
Blackstone: AI Hiring Signal Report
Published April 23, 2026
Stampli AI PM 33/100 Smartsheet AI PM 33/100 Bumble Trust PM 42/100

Blackstone’s portfolio companies are hiring at $150–300K for roles where most of the task list can be automated today. The automation gap is large, and it’s measurable.

Read Issue 1 →
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