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Carbon Arc — First-party alternative labour and compensation panel built from observed digital behaviour rather than job postings or surveys. Two named products appear in this release: Carbon Arc SMB Workforce (CA0055) — a constant-employer panel of indexed unique workers at small-to-medium technology businesses, delivered as a rebased index, month-over-month and year-over-year growth, census-region splits across all nine US regions, and median annualised pay growth; and a Clickstream analysis series (CA0030) tracking the share of job starts by role, employer and seniority. Published observat…
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First-party alternative labour and compensation panel built from observed digital behaviour rather than job postings or surveys. Two named products appear in this release: Carbon Arc SMB Workforce (CA0055) — a constant-employer panel of indexed unique workers at small-to-medium technology businesses, delivered as a rebased index, month-over-month and year-over-year growth, census-region splits across all nine US regions, and median annualised pay growth; and a Clickstream analysis series (CA0030) tracking the share of job starts by role, employer and seniority. Published observations run July 2023 to December 2025 and resolve to named firms — Perplexity nearly quadrupling headcount in 2025 while Anthropic and Mistral doubled.
From 3 yearsCoverage Information Technology · IndustrialsAsset class Equities · Fixed income
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Carbon Arc — First-party alternative labour and compensation panel built from observed digital behaviour rather than job postings or surveys. Two named products appear in this release: Carbon Arc SMB Workforce (CA0055) — a constant-employer panel of indexed unique workers at small-to-medium technology businesses, delivered as a rebased index, month-over-month and year-over-year growth, census-region splits across all nine US regions, and median annualised pay growth; and a Clickstream analysis series (CA0030) tracking the share of job starts by role, employer and seniority. Published observat…
Carbon Arc offers (Alternative, Fundamental, Sentiment) — Panel-scale rather than record-scale: indexed unique workers across a maintained SMB-tech employer universe with monthly resolution, nine census-region splits, and a role/employer/seniority job-start series. A 79-person company running $56M of venture capital behind multiple product codes implies a substantial underlying panel, but no worker or row count is published in this release..
Private-tech employment and wage nowcasting well ahead of BLS or ADP releases and untainted by self-reported headcount; AI-sector capital-allocation tracking from named-firm headcount trajectories (the Perplexity/Anthropic/Mistral cohort evidence is directly usable as an AI-buildout signal); SMB health and regional economic monitoring; credit and VC diligence on portfolio-company staffing; wage-inflation inputs for rate and sector models; and as a ground-truth evaluation set for models that estimate company growth or distress from public signals, since the panel supplies realised employment where public-signal models only have proxies.
The data is with 3 years of history.
Coverage spans US; Data Processing & Outsourced Services, Human Capital & Employment Services; alternative, fundamental, sentiment; equities, fixed_income.
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