People & HR · Hiring Loop

Samso Managed Services · Last Updated · Apr 2026

Interview Scorecards & Candidate Packets

Structured interview kits and per-candidate packets for the full hiring loop - every stage scored on the same rubric, debriefs that assemble themselves, and a panel that walks in calibrated to the level you're hiring against.

What the managed workflow does

Builds the kit per stage

Stage-tagged questions drawn from a calibrated bank · per-stage rubric · interviewer prep notes - assembled per loop, not handed out as the same generic 5-question doc.

Drafts the candidate packet

Resume highlights · recruiter screen notes · past signals · scope examples - every interviewer walks in with the same context, no panel diverges on the basics.

Scores on a shared scale

Same 1–5 rubric across stages so debriefs are real comparisons - not 'I really liked them' vs. 'I'd say a 4.' Calibration data feeds the bank quarterly.

Assembles the debrief

Per-cell notes roll into a structured debrief packet for the hire/no-hire conversation - verdict, evidence, dissent - instead of a 30-min freeform standup.

Calibrated kit · packet on top · scorecard grid by panel × stage

4 PANEL · 4 STAGES · 50% LOOP COMPLETE · DEBRIEF FRIDAY

ScoredScheduled·Pending
ARAnika R. · Sr Eng L5 · StripePACKET v3 · 8 sections · 32 prior signals · scope · prior rubric stashCANDIDATE PACKET2 of 4 stages · 50% complete · expected close: FriPANEL · 4 INTERVIEWERSPHONE SCREEN30m · recruiterTECH · CODING60m · pair codingSYSTEM DESIGN60m · whiteboardTEAM FIT45m · 2 panelPRPriya R.RECRUITER · PEOPLESCORED4/5Motivation · clearComp alignedTiming · 4wPENDING- packet ready -PENDING- packet ready -PENDING- packet ready -SKSam K.STAFF ENG · CODEPENDING- packet ready -SCORED4/5Code clarity · 4Testing rigor · 5Edge cases · 4PENDING- packet ready -PENDING- packet ready -AMAaron M.STAFF ENG · DESIGNPENDING- packet ready -PENDING- packet ready -SCHEDULEDTradeoff reasoningScale instinctsComm under loadPENDING- packet ready -RJRachel J.ENG MGR · FITPENDING- packet ready -PENDING- packet ready -PENDING- packet ready -SCHEDULEDSelf-directionFeedback receptivityTeam add5-question rubric per stage · scored on the same scale across panel · debrief auto-assembles from per-cell notes

Inputs to the kit

Job spec + level rubricQuestion bank · stage-taggedResume + recruiter notesPast loop calibration

What ships per loop

Per-stage interviewer kitCandidate packet (PDF)Scheduled stages · calendarAuto-debrief packet

Inputs to the kit

  • Job spec + level rubric. What 'good at this level' means for this role - drives stage selection, rubric weight, and bar-raiser dimensions.

  • Question bank. Stage-tagged, level-tagged, and dimension-tagged questions; calibrated against past loop outcomes so the bar holds across cycles.

  • Resume + recruiter notes. Structured candidate context delivered to every interviewer - no panel walks in cold.

  • Past loop calibration. Prior hire/no-hire calibration weights the rubric and surfaces dimension drift across reviewers.

What ships per loop

  • Per-stage kit. Interviewer-specific prep doc: questions, dimensions to probe, what 'a 4' looks like, and the past-signal context they should anchor on.

  • Candidate packet. One PDF, every interviewer reads the same context - resume highlights, recruiter notes, prior projects, scope evidence.

  • Scheduled stages. Loop scheduled across calendars with debrief slot booked, panel calibration aligned, and contingency held for slip risk.

  • Auto-debrief packet. Per-cell scorecard rolls into a structured debrief - verdict-by-dimension, dissent-flagged, evidence-anchored.

What you get, every week

A panel that lands calibrated

Every interviewer walks in with the same context, the same rubric, and the same bar - not five disconnected 45-minute conversations.

Real debriefs

Hire/no-hire conversations start with evidence, not vibes. Dissent is structured, not personality-driven.

A bar that holds

Calibration data feeds the question bank and rubric weights so the bar tightens with the data - bar drops don't go unnoticed for two quarters.

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