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Data Quality Assessment & Validation

A skill group in Data, AI & Analytics › Data Governance, Quality & Stewardship: 40 skills, 27 of them carrying a SynapseScope Skill Rating, named in 112,497 open US roles at the latest reading.

SkillOrganisation ratingOpen rolesMedian salary
Data QualityNot rated53,280$122,500
Data AccuracyNot rated32,737$72,500
Data ValidationMaintain12,387$107,500
Data Quality AssuranceMaintain2,812$87,500
REDCap Research Electronic Data CaptureMaintain2,000$67,500
Data VerificationNot rated1,801$62,500
Data Quality ManagementNot rated1,719$137,500
Data EvaluationNot rated1,632$102,500
Data AuditingInvest780$77,500
Error AnalysisMaintain583$202,500
Data Integrity ChecksInvest451$92,500
Information IntegrityNot rated310$107,500
Address ValidationMaintain309$42,500
Information VerificationMaintain300$42,500
Data Quality AssessmentNot rated271$117,500
Great ExpectationsInvest253$162,500
Measurement ErrorNot rated195$77,500
Vector Embedding Quality AssuranceInvest157$122,500
dbt TestsInvest154$172,500
Shift-Left Data Quality EngineeringInvest88$162,500
AtaccamaMaintain84$157,500
Source EvaluationInvest70—
Data CalibrationMaintain54$87,500
Data Quality Cost QuantificationInvest40$292,500
Dataset Bias AuditingInvest13—
Error EstimationMaintain10$107,500
Lorenz eValidatorMaintain2—
Scientific Software International TESTFACTMonitor2—
Informatica Data ExplorerMaintain1—
Multi-Sensor Quality FusionInvest1—
Response BiasInvest1—
Data Consistency AnalysisInvest——
Distributed Data Quality ManagementNot rated——
Empirical Error DetectionNot rated——
Flat File CheckerMaintain——
KIKA VeracityMonitor——
Predictive Knowledge RefinementNot rated——
Process-Based Data TestingNot rated——
SpartaTracNot rated——
Time-of-Event AlgorithmsInvest——

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