Skill ExchangeBrowse by domainData, AI & AnalyticsStatistical Analysis & InferenceDescriptive & Summary Statistics

Descriptive & Summary Statistics

A skill group in Data, AI & Analytics › Statistical Analysis & Inference: 156 skills, 116 of them carrying a SynapseScope Skill Rating, named in 211,272 open US roles at the latest reading.

SkillOrganisation ratingOpen rolesMedian salary
StatisticsNot rated122,331$102,500
Statistical analysisNot rated27,708$117,500
Quantitative SkillsNot rated8,313$112,500
SASMaintain8,139$117,500
Data ResearchNot rated4,836$97,500
QuantificationMaintain4,175$107,500
Result InterpretationNot rated3,875$102,500
MinitabMaintain3,813$102,500
SPSSMaintain3,574$92,500
JMPMaintain2,167$127,500
Secondary ResearchNot rated1,779$97,500
Scientific Data AnalysisNot rated1,775$107,500
Applied StatisticsMaintain1,619$132,500
Representative SampleNot rated1,388$52,500
Aggregate DataMaintain1,326$167,500
Sample Size DeterminationMaintain1,108$97,500
SciPyInvest1,081$147,500
STATAMaintain1,076$77,500
Statistical Analysis ToolsNot rated1,042$107,500
S LanguageNot rated1,020$72,500
R (Programming Language)Invest927$117,500
Descriptive StatisticsMaintain613$102,500
Estimation TheoryMaintain528$152,500
Vital StatisticsMaintain510$52,500
Correlation TechniquesMaintain428$107,500
Frequency DistributionNot rated390$107,500
Trending AnalysisNot rated363$97,500
MathematicaMaintain354$137,500
Survey AnalysisMaintain332$87,500
DemographyMaintain325$97,500
Correlation AnalysisMaintain296$117,500
PollingMaintain290$52,500
Summary StatisticsMaintain288$152,500
PercentilesNot rated252$147,500
Spectral AnalysisMaintain241$112,500
Standard DeviationNot rated237$82,500
RStudioMaintain236$102,500
Hit RateMaintain213$132,500
Random SamplingMaintain159$47,500
QuartilesNot rated139
MedianNot rated133
Statistical ThinkingNot rated132$182,500
d-prime AnalysisMaintain117$97,500
Quantitative PsychologyMaintain108$77,500
Margin of ErrorMaintain102$62,500
Descriptive ModelsMaintain99$142,500
Percentile RanksMaintain81
Matrix AlgebraMaintain79$202,500
OctaveMaintain68$77,500
Mean Median ModeNot rated67$67,500
Statistical SystemsMaintain61$82,500
Sampling ErrorNot rated59$137,500
Population AnalysisNot rated50
Multivariate Data AnalysisMaintain48$137,500
Multidimensional AnalysisMaintain47$137,500
Interval ScalingMaintain46
Spectral Data ProcessingMaintain45
Categorical Data AnalysisInvest44
Demographic StudyMaintain44$102,500
MatricesMaintain43$122,500
Standard ScoresMaintain43$72,500
Population SizeNot rated41$62,500
OddsNot rated36
Variable AnalysisNot rated35$102,500
Measurement TheoryNot rated34
Interquartile RangeNot rated29
ModeNot rated28
Nominal ScalingMaintain26$157,500
Demographic StatisticsMaintain24$52,500
SkewnessMaintain22
Wavelet AnalysisInvest19$72,500
Statistical processing softwareNot rated16
Stratified SamplingMaintain16
Measures of Central TendencyNot rated15$72,500
Systat Software SigmaPlotMonitor14
KurtosisMaintain13$92,500
Julia-Based Scientific ComputingInvest12
Analyse-itMigrate10
Correspondence AnalysisMaintain10
Cohen's KappaMigrate8
Correlation Analysis MultipleMaintain8
TitrimetryMaintain8
Spectral DeconvolutionMaintain7$122,500
Confirmatory Factor AnalysisMaintain6
NCAR Command Language (NCL)Migrate6
Census TakingMaintain5$122,500
StatgraphicsMaintain5
Statistical VariationNot rated5
Criterion ValidityMonitor4
Comparative StatisticsMaintain3
IBM SPSS StatisticsMaintain3
Log Linear AnalysisMaintain3
Ratio ScalingMaintain3
Scientific Software International (HLM)Monitor3
Statistical Error AnalysisMaintain2
Statistical Solutions (BMDP)Not rated2
Temporal FilteringInvest2
WinCrossMaintain2
AT123DNot rated1
Biserial CorrelationMaintain1
Ordinal ScalingMaintain1
SYSTATMigrate1
Variable ManipulationMaintain1
Aptech Systems (GAUSS)Migrate
Array Data AnalysisMaintain
Biometric Data AnalysisInvest
Bivariate CorrelationMaintain
Brownian CorrelationInvest
Canonical Correlation AnalysisMaintain
Chatterjee CorrelationMonitor
Cognitive Effect MeasurementMaintain
Constant Sum ScalingMaintain
Correspondence Analysis MultipleMaintain
Cramér's VMaintain
Criterion AnalysisMaintain
Cronbach's AlphaMonitor
Digital Analysis Tests and Statistics (DATAS) for SASMigrate
Distance CorrelationInvest
FactoMineRMaintain
Gamma CoefficientMaintain
Guttman ScaleMigrate
Human Information ProcessingNot rated
Human Population Characteristics & Vital StatisticsNot rated
Human Population Statistical StudiesNot rated
Insightful S-PLUSMigrate
JACALMonitor
JaccardSimMonitor
JamoviInvest
Likert ScaleMaintain
Metric InvarianceInvest
Multivariate statistical program (MVSP)Migrate
Omega SquaredMaintain
P-STATMigrate
PARI/GPMaintain
Palisade StatToolsMaintain
Phase Transfer FunctionMaintain
Polyhedron CombinatoricsMonitor
Population Mean vs Sample MeanNot rated
Provalis Research SimstatMonitor
RAT-STATSMonitor
RangeNot rated
Rating Scale AnalysisMaintain
Response Scale DesignMaintain
SAS/STATMaintain
STATISTICAMigrate
SolvcalvMonitor
Somers' DMaintain
Sparse Signal ProcessingInvest
StatPacNot rated
StatPoint STATGRAPHICS CenturionMaintain
Statistical DispersionNot rated
Statistical Solutions (SOLAS)Not rated
Survey SenseNot rated
Temporal FrequencyMaintain
XLISP-STATObsolete
pMatlabMigrate

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