replaced.fyiAnalyze

Stats

Benchmark stats board

Visual KPI coverage for role exposure, decile spread, category concentration, and confidence profile across the full benchmark dataset.

Section 1

Portfolio overview

Top-level benchmark visuals across all indexed roles and categories.

Average role exposure

Portfolio-level benchmark average across all indexed roles.

Average role exposurePortfolio-level benchmark average across all indexed roles.54%

1016 roles indexed

Top-decile exposure

Typical exposure among the most automatable 10% of roles.

Top-decile exposureTypical exposure among the most automatable 10% of roles.85%

Lowest decile: 22%

Exposure band distribution

How roles distribute across low, hybrid, and high exposure bands.

Exposure band distributionHow roles distribute across low, hybrid, and high exposure bands.0%20%40%60%80%100%0-240-24: 65 roles65 roles25-4925-49: 349 roles349 roles50-7450-74: 442 roles442 roles75-10075-100: 160 roles160 roles

Hover bars to inspect values.

Largest job categories

Highest-volume categories in the benchmark library.

Largest job categoriesHighest-volume categories in the benchmark library.0%20%40%60%80%100%ProductionProduction: 114 roles114 rolesHealthcare Practitioners and Te…Healthcare Practitioners and Technical: 96 roles96 rolesEducational Instruction and Lib…Educational Instruction and Library: 68 roles68 rolesLife, Physical, and Social Scie…Life, Physical, and Social Science: 66 roles66 rolesConstruction and ExtractionConstruction and Extraction: 65 roles65 rolesArchitecture and EngineeringArchitecture and Engineering: 59 roles59 roles

Hover bars to inspect values.

Confidence coverage

Benchmark confidence mix based on data completeness and consistency.

Confidence coverageBenchmark confidence mix based on data completeness and consistency.0%20%40%60%80%100%HighHigh: 670 roles670 rolesMediumMedium: 222 roles222 rolesLowLow: 124 roles124 roles

Hover bars to inspect values.

Exposure density curve

Quick distribution shape from low to high exposure.

Exposure density curveQuick distribution shape from low to high exposure.0255075100Bucket 1: 0%Bucket 2: 1%Bucket 3: 16%Bucket 4: 29%Bucket 5: 43%Bucket 6: 49%Bucket 7: 81%Bucket 8: 73%Bucket 9: 100%Bucket 10: 68%Bucket 11: 74%Bucket 12: 70%Bucket 13: 55%Bucket 14: 39%Bucket 15: 14%Bucket 16: 4%100%
0%100%

Section 2

Job library profile

Current-result-set job visuals moved from the job library page, now centralized in the Stats board.

Average of current result set

Exposure average for jobs currently shown by filters.

Average of current result setExposure average for jobs currently shown by filters.54%

1016 roles in scope

Exposure band mix

Distribution of roles across benchmark score ranges.

Exposure band mixDistribution of roles across benchmark score ranges.0%20%40%60%80%100%0-240-24: 65 roles65 roles25-4925-49: 349 roles349 roles50-7450-74: 442 roles442 roles75-10075-100: 160 roles160 roles

Hover bars to inspect values.

Most frequent categories

Category concentration in this filtered result set.

Most frequent categoriesCategory concentration in this filtered result set.0%20%40%60%80%100%ProductionProduction: 114 roles114 rolesHealthcare Practitioners and Te…Healthcare Practitioners and Technical: 96 roles96 rolesEducational Instruction and Lib…Educational Instruction and Library: 68 roles68 rolesLife, Physical, and Social Scie…Life, Physical, and Social Science: 66 roles66 rolesConstruction and ExtractionConstruction and Extraction: 65 roles65 rolesManagementManagement: 59 roles59 roles

Hover bars to inspect values.

Score distribution snapshot

Density from low to high exposure in this selection.

Score distribution snapshotDensity from low to high exposure in this selection.0255075100Bucket 1: 0%Bucket 2: 1%Bucket 3: 16%Bucket 4: 29%Bucket 5: 43%Bucket 6: 49%Bucket 7: 81%Bucket 8: 73%Bucket 9: 100%Bucket 10: 68%Bucket 11: 74%Bucket 12: 70%Bucket 13: 55%Bucket 14: 39%Bucket 15: 14%Bucket 16: 4%100%
Low exposureHigh exposure

KPI board

Benchmark performance stats

Deterministic KPI coverage for exposure, confidence, category spread, and role structure.

Color scale: 0-25 red, 26-50 orange, 51-75 yellow, 76-100 green.

Coverage

100% signal

Total benchmark roles

1016

Roles indexed in the benchmark library.

Coverage

96% signal

SOC categories covered

23

Major occupational categories represented.

Coverage

100% signal

Industry sectors covered

24

Top-level NAICS sector buckets included.

Coverage

100% signal

Industries mapped

1012

Distinct industry mappings across all jobs.

Coverage

56% signal

Median roles per category

45

Typical category size in the benchmark set.

Coverage

11% signal

Largest category share

11%

Production (114 roles).

Coverage

27% signal

Top-3 category share

27%

278 roles across the largest three categories.

Coverage

18% signal

Largest sector share

18%

Professional, Scientific, and Technical Services (187 roles).

Exposure

54% signal

Average role exposure

54%

Portfolio-level benchmark average.

Exposure

54% signal

Median role exposure

54%

Middle role exposure score across all jobs.

Exposure

85% signal

Top-decile average

85%

Average in the most-automatable 10% cohort.

Exposure

22% signal

Lowest-decile average

22%

Average in the least-automatable 10% cohort.

Exposure

63% signal

Decile spread

63 pts

Gap between highest and lowest decile averages.

Exposure

29% signal

P10 exposure

29%

10th percentile exposure score.

Exposure

80% signal

P90 exposure

80%

90th percentile exposure score.

Exposure

84% signal

Exposure range

84 pts

11% to 95% across the library.

Exposure

16% signal

High-exposure roles (75-100)

160

16% of indexed roles.

Exposure

6% signal

Low-exposure roles (0-24)

65

6% of indexed roles.

Exposure

78% signal

Hybrid exposure roles (25-74)

791

78% of indexed roles.

Confidence

66% signal

High confidence coverage

670

66% of indexed roles.

Confidence

22% signal

Medium confidence coverage

222

22% of indexed roles.

Confidence

12% signal

Low confidence coverage

124

12% of indexed roles.

Confidence

63% signal

High-confidence within high exposure

63%

100 high-confidence roles in the 75-100 band.

Structure

32% signal

Job zone 1-2 roles

326

32% lower training-complexity roles.

Structure

37% signal

Job zone 4-5 roles

378

37% advanced-complexity roles.

Structure

91% signal

Defined job zone coverage

91%

923 roles with explicit job-zone data.