Tech Placement & Utilization

Proximity scheduling efficiency — actual vs closest eligible technician

15,837
WOs Analyzed
8.6
Median Δ Distance (mi)
76.9
P75 Δ Distance
326.1
P90 Δ Distance
30.8%
Outlier Rate (>50mi)
4,878
Outlier WOs
1,917,596
Avoidable Miles

Monthly Trend — Proximity Efficiency

Top Coordinators by Avg Δ Distance (≥5 WOs)

CoordinatorWOsAvg ΔMedian ΔP75 ΔOutlier %
Emmanuel Morales 7 1,614.3 1,599.2 2,023.1 100%
Natosha Beierschmitt 27 807.7 975.8 1,342.3 81.5%
David Carvalho 11 673.6 622.9 952.4 100%
Fady Messak 26 634.8 480.3 1,282.4 80.8%
Chris Bakkemo 21 434.7 859.5 859.5 57.1%
Jennifer Johnson 59 420.9 321.3 539.3 83.1%
Scott Berry 6 377.8 428.2 428.2 100%
Shelby Robinson 9 333.5 15.4 85.5 44.4%
Nicole Floyd 6 236.4 260.6 260.6 100%
Brandi Alvarez 57 231.8 253.0 533.1 54.4%

Placement Analysis

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