Turnover Dashboard — Departmental Benchmarking & Structural Churn Patterns

Crestline Financial Technologies · 834 employees · Q4 2024 · Overall voluntary attrition: 12.8% vs. 9.4% benchmark (+3.4pp)

Cost-Adjusted Variance
$1.82M
+$342K vs. Q3
Departments Over Benchmark
4/9
+1 vs. Q3
90-Day New Hire Attrition
18.2%
+4.1pp
Role Design Health
62/100
-3 pts
Involuntary Rate
3.4%
-0.6pp
Hiring Source Quality
74/100
+8 pts
Span-of-Control Corr.
0.67
High

Department Benchmark Comparison — Cost-Adjusted Variance

Departure Type Distribution — Top 4 Depts

Attrition Seasonality Index — 24-Month

Engineering Attrition
20.6%
+7.2pp vs. benchmark
Product Attrition
18.1%
+5.8pp vs. benchmark
Data Science Attrition
17.9%
+5.4pp vs. benchmark

Structural Churn Analysis — Department Detail

Department Headcount Actual Attrition Benchmark Delta Replacement Cost Variance Cost Status
Engineering 287 20.6% 13.4% +7.2pp $128K $742K Critical
Product 64 18.1% 12.3% +5.8pp $112K $412K Critical
Data Science 58 17.9% 12.5% +5.4pp $134K $421K Critical
Customer Support 142 16.8% 11.7% +5.1pp $48K $245K Warning
Sales 89 11.2% 14.8% -3.6pp $76K -$243K Below BM
Marketing 47 9.8% 10.2% -0.4pp $68K -$13K On Target
Finance 52 7.1% 8.9% -1.8pp $94K -$88K Below BM
Operations 68 8.4% 9.1% -0.7pp $54K -$26K On Target
HR & Legal 27 5.9% 7.3% -1.4pp $82K -$31K Below BM

Involuntary Attrition vs. Performance Management Activity

Hiring Source Quality Index

Employee Referrals
92
Direct Applications
81
LinkedIn
74
Agency Recruiters
68
University Partnerships
59
Job Boards
47
Quality Index = (1 - 90-day attrition rate) × 100. Referrals show lowest new-hire churn; job boards highest.

24-Month Attrition Trend with Departure Type Decomposition

Q1 2025 Forecast
14.2%
+1.4pp vs. Q4
Model predicts continued elevated churn in Engineering (+2.1pp) and Product (+1.8pp) if no intervention.
Intervention ROI
3.8x
$1.2M savings
Targeted retention initiatives (role redesign, compensation benchmarking) estimated to reduce variance cost by $1.2M at $315K investment.
Priority Action
Engineering Role Design
Score: 48/100
71% of Engineering exits cite "lack of growth/challenge" — signals systematic role-scope misalignment vs. talent level.