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LivePersona · current v6
Sales Agent6 / 6end →

Underwriter

← Back to Personas0.84Within 4/5ths
Drawn from
CRM·2,171recordsHCM·1,438recordsHRIS·583recordsATS·2,916records
Active matches
34
8 above the must-have threshold this morning
Top-quartile cohort
35
of 561 underwriter signals lit
90-day ramp accuracy
81%
Heartland model v1.0 · validated on n=47 cohort
Diversity health
On-band
No protected-class proxy correlation flagged

Current criteria

Hard skills· 4

Evidence-based must-haves
RequiredATS · scorecards
Direct experience inside a regulated industry. Reduces ramp on policy-and-process onboarding by an estimated 14–21 days based on the org's history.
0.28
RequiredATS · scorecards
Demonstrated outcome ownership at a comparable scope. Used as a tighter signal than role-title alone; resilient to title inflation.
0.25
PreferredATS · scorecards
Comp expectations align with the role family's offered band. Reduces offer-decline risk; correlates positively with 12-month retention.
0.15
PreferredATS · scorecards
Recent domain depth in the relevant industry. Down-weighted when the most-recent role is in an adjacent industry but the trajectory is positive.
0.14

Outcome bands· 1

Proven correlations against tenure / ramp / quota
PreferredHRIS · tenure + perf
Ramp-time signal in prior roles within the role family's typical 60–90-day band. Highly correlated with 90-day ramp outcome on this org.
0.18

What would change my mind

Drop "Direct experience inside a regulated ind…" from Required to Preferred
Accuracy -2.0%Diversity proxy +3.0%Confidence band narrows by 0.05
Drop "Demonstrated outcome ownership at a comp…" from Required to Preferred
Accuracy -4.0%Diversity proxy +5.0%Confidence band narrows by 0.07
Add a sourcing alternative for "Ramp-time signal in prior roles within t…"
Accuracy -6.0%Diversity proxy +7.0%Confidence band narrows by 0.09

Version history

VersionLive datesHires made30d90d180d365d top-perf.365d promotion
v42026-01-012026-02-11482–90%70–78%81–89%77–85%68–76%
v52026-02-112026-04-01765–73%86–94%84–92%81–89%78–86%
v62026-04-01now8pendingpendingpendingpendingpending