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Chalk vs Addepar vs Intuit

Three forward-deployed seats all pointed at the same problem — getting AI into systems where money and sensitive data live — at three completely different company stages.

ChalkAddeparIntuit
Open roles101
Comp on board$170K–$280KUndisclosed$202.5K–$274K base
FDE typeTrue forward-deployedTrue forward-deployedTrue forward-deployed
TravelMediumRemote-firstMedium
CompCompetitiveBelow marketCompetitive
StageEarly-stageLate-stagePublic
Our takeA Series A “data platform for inference” seat where FDEs stand up real-time feature pipelines inside fraud, lending, and energy customers — and a wide band signals per-deployment ownership, not a support queue.One of the stickiest FDE verticals there is — wealth-tech data nobody re-platforms twice — offered as a rare remote seat, at a rare-for-FDE below-market base.A public fintech paying a $202.5K–$274K base to put FDEs inside the general ledger — the band alone says Intuit treats embedded engineering as strategic to its mid-market ERP bet, not a side experiment.

Bottom line

Same money-adjacent, high-stakes deployment work; the real choice is stage and comp shape. Intuit pays startup-tier cash ($202.5K–$274K base) with public-company stability, Chalk offers the widest band and most per-deployment ownership on fresh Series A money ($170K–$280K), and Addepar trades cash down ($107K–$168K base) for a rare fully-remote seat in one of the stickiest verticals there is. Pick stability, ownership, or remote — you won't get all three.

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