Quality Assurance Operations

Sourcing doesn't end at the search. Quality begins at the QA gate.

Every profile marked YES by a sourcer lands in a calibrated peer-review queue. Rate candidates on an objective 1–5 rubric, log mandatory rejection reasons, and ensure only verified profiles reach hiring managers.

100% Peer Calibrated
1–5 Objective Rubric
0% Unvetted Submissions
🔒 linkedin.com/in/alex-rivera-architect
QA MODE
AR

Alex Rivera

Staff Cloud Architect • 8 yrs
✓
Must Have: 5+ Yrs AWS Core
✓
Must Have: Kubernetes / EKS
!
Preferred: High-Scale Golang
QA REVIEW PANEL Queue: 1 of 10
1 2 3 4 5
Reason / Notes:

Strong distributed AWS systems match. Exceeds cloud requirements.

✓ Approved → Promoted to Final Profiles
Interactive Live Simulator

Test the QA Decision Engine across 10 real candidate profiles.

Click rating pills 1 to 5 to evaluate candidates. Watch the status update, feedback log, and queue auto-advance in real time.

PROJECT: Staff Backend & Cloud Architecture Profile 1 of 10
QUEUE 10
REVIEWED 0
APPROVED 0
REJECTED 0
Sourced by Ankit S.

Alex Rivera

Staff Infrastructure & Cloud Platform Architect

San Francisco Bay Area • 8 yrs exp

Awaiting Evaluation

Target Criteria Verification

✓
Must Have: 5+ Years Distributed Systems

Verified 6 years hands-on production experience.

✓
Must Have: AWS Core / Cloud Architecture

Led multi-region VPC and Kubernetes infrastructure migration.

!
Preferred: High-Scale Golang Microservices

Primary stack in Java/C++; Go experience is secondary/hobby level.

Quick QA Review
RATE PROFILE (1-3 REJECT, 4-5 APPROVE) 1 / 10
● Ready for QA evaluation.
Objective Scoring

A standardized rubric that eliminates guesswork.

Subjective impressions waste candidate pipeline. The Sourcing QA engine enforces strict scoring guidelines across all reviewers.

Rating 1 – Definite Reject

Fatal Criteria Mismatch

Candidate lacks core must-have requirements or triggers explicit deal-breaker criteria (e.g., location, missing critical technical stack).

Rating 2 & 3 – Borderline

Secondary Gap

Candidate meets core prerequisites but lacks domain depth. Requires mandatory calibration notes so the candidate can be recycled for alternative roles.

Rating 4 & 5 – Certified Fit

Verified Final Profile

Candidate satisfies 100% of Must-Have and Preferred requirements. Automatically promoted to Final Profiles with clean, client-ready data.

Enduring Value

Rejections aren't waste. They are calibrated intelligence.

In traditional sourcing, a rejected profile is discarded. In Sourcing, every rejection reason is permanently indexed:

Traceable Calibration History

Know exactly which reviewer approved or rejected each profile, when, and with what specific justification.

Automated Sourcer Coaching

Managers instantly see if a sourcer consistently submits candidates missing key criteria, allowing for fast, data-driven calibration.

QA Outcomes Repository Live Audit Trail
Alex Rivera Rating: 4/5 • Strong AWS match
Final Profile
K. Novak Rating: 2/5 • Missing production cloud
Recycled for Mid-Market
R. Ibáñez Rating: 5/5 • Exceptional background
Final Profile

Complete visibility across both Sourcing and QA queues.

Watch sourcer pacing, QA turnaround velocity, and candidate calibration metrics roll up into one central management console.

Quick Demo

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