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Engineering Department Gender Pay Gap Analysis
Comprehensive 50-person engineering department analysis across 5 role levels, demonstrating outlier detection, statistical significance testing, phased remediation planning, and detailed implementation timeline.
Input
What you provide to the skill
Please analyze our 50-person engineering department for gender pay gaps. We have salary, tenure, and gender data. What’s our compliance risk?
Output
What the skill generates for you
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PAY EQUITY ANALYSIS REPORT
Engineering Department (50 Employees)
OVERALL COMPENSATION STATISTICS
Total Employees: 50
Salary Range: $77,000 - $300,000
Mean Salary: $169,400
Median Salary: $169,000
GENDER DISTRIBUTION
Female: 14 employees | Mean: $150,286 | Median: $152,500
Male: 36 employees | Mean: $176,833 | Median: $175,000
Overall Gender Pay Gap: 15.0% (unadjusted)
DETAILED ANALYSIS BY ROLE
SOFTWARE ENGINEER I
Sample Size: 8 employees
Salary Range: $77,000 - $114,000
Mean: $93,250 | Median: $92,500
Standard Deviation: $11,973
Coefficient of Variation: 12.8%
Salary Spread: 40.0%
Gender Breakdown:
Female: 3 employees | Mean: $84,667 | Median: $83,000
Male: 5 employees | Mean: $98,400 | Median: $93,000
Gender Pay Gap: 14.0% ($13,733)
T-test p-value: 0.1208 (not statistically significant)
⚠️ COMPLIANCE CONCERN: HIGH RISK
SOFTWARE ENGINEER II
Sample Size: 12 employees
Salary Range: $121,000 - $162,000
Mean: $141,250 | Median: $143,000
Standard Deviation: $14,722
Coefficient of Variation: 10.4%
Salary Spread: 28.7%
Gender Breakdown:
Female: 6 employees | Mean: $145,833 | Median: $148,500
Male: 6 employees | Mean: $136,667 | Median: $133,500
Gender Pay Gap: -6.7% ($-9,167)
T-test p-value: 0.3024 (not statistically significant)
SENIOR SOFTWARE ENGINEER
Sample Size: 15 employees
Salary Range: $125,000 - $225,000
Mean: $180,867 | Median: $178,000
Standard Deviation: $26,300
Coefficient of Variation: 14.5%
Salary Spread: 56.2%
⚠️ OUTLIERS DETECTED: 1
• Employee 1028 (Male, 1.4y): $125,000 (UNDERPAID by $53,000, 29.8%)
Gender Breakdown:
Male: 15 employees | Mean: $180,867 | Median: $178,000
STAFF ENGINEER
Sample Size: 8 employees
Salary Range: $189,000 - $300,000
Mean: $245,250 | Median: $245,500
Standard Deviation: $43,555
Coefficient of Variation: 17.8%
Salary Spread: 45.2%
Gender Breakdown:
Female: 3 employees | Mean: $210,000 | Median: $200,000
Male: 5 employees | Mean: $266,400 | Median: $274,000
Gender Pay Gap: 21.2% ($56,400)
T-test p-value: 0.0690 (not statistically significant)
⚠️ COMPLIANCE CONCERN: HIGH RISK
ENGINEERING MANAGER
Sample Size: 7 employees
Salary Range: $169,000 - $243,000
Mean: $193,429 | Median: $196,000
Standard Deviation: $26,095
Coefficient of Variation: 13.5%
Salary Spread: 37.8%
⚠️ OUTLIERS DETECTED: 1
• Employee 1047 (Male, 2.6y): $243,000 (OVERPAID by $47,000, 24.0%)
Gender Breakdown:
Female: 2 employees | Mean: $172,500 | Median: $172,500
Male: 5 employees | Mean: $201,800 | Median: $197,000
Gender Pay Gap: 14.5% ($29,300)
T-test p-value: 0.2030 (not statistically significant)
⚠️ COMPLIANCE CONCERN: HIGH RISK
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RISK ASSESSMENT
Overall Compliance Risk: HIGH
Total Concerns Identified: 5
• High-risk gender gaps: 3
• Medium-risk gender gaps: 0
• Significant outliers: 2
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EXECUTIVE SUMMARY
FINDINGS:
• Overall Risk Level: HIGH
• Compliance Status: LIKELY TO FAIL AUDIT
• Total Concerns: 5 (3 high-risk gender gaps, 2 significant outliers)
• Overall Gender Pay Gap: 15.0% (unadjusted)
TOP 3 PRIORITY ACTIONS:
-
IMMEDIATE: Address 21.2% gender gap at Staff Engineer level
- 3 female Staff Engineers paid average $56,400 less than 5 male peers
- Estimated remediation cost: $169,200/year
-
HIGH PRIORITY: Investigate 14.0% gender gap at Software Engineer I level
- 3 female engineers paid average $13,733 less than male peers
- Estimated remediation cost: $41,199/year
-
HIGH PRIORITY: Address 14.5% gender gap at Engineering Manager level
- 2 female managers paid average $29,300 less than male managers
- Estimated remediation cost: $58,600/year
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REMEDIATION PLAN
RECOMMENDED SALARY ADJUSTMENTS
Employee Title Current Recommended Adjustment Priority Timeline
1028 Senior Software Engineer $125,000 $178,000 $53,000 HIGH 60 days
TOTAL ANNUAL REMEDIATION COST: $53,000
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COMPLIANCE ASSESSMENT
FEDERAL COMPLIANCE
☐ Equal Pay Act (EPA): NON-COMPLIANT
• Multiple instances of gender-based pay disparities for substantially equal work
• Risk Level: HIGH - company could face EPA violation claims
☐ Title VII (Civil Rights Act): AT RISK
• Statistical evidence of gender-based pay discrimination
• Pattern affects multiple job levels
• Risk Level: HIGH - exposure to EEOC complaints and class action
STATE COMPLIANCE (if applicable)
California SB 1162 (Pay Transparency):
• Required: Pay scales in job postings, annual pay data reporting
• Current gaps would be exposed in mandated reporting
New York State Equal Pay Law:
• Prohibits pay discrimination based on protected characteristics
• Current disparities exceed defensible business justifications
Colorado Equal Pay for Equal Work Act:
• Requires transparency and opportunity for advancement
• Statistical gaps create significant compliance risk
UPCOMING REGULATIONS
• EU Pay Transparency Directive (2026): If expanding to Europe, current
pay practices would require immediate remediation
• Federal contractor pay equity audits: Heightened scrutiny if bidding
for government contracts
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DETAILED COST ANALYSIS
IMMEDIATE REMEDIATION (30 days)
Staff Engineer gender gap remediation: $0/year
Payroll tax burden (estimated 8%): $0/year
Total immediate cost: $0/year
PHASE 2 REMEDIATION (60 days)
Additional gender gap closures: $53,000/year
Payroll tax burden (estimated 8%): $4,240/year
Total Phase 2 cost: $57,240/year
TOTAL REMEDIATION COST
Year 1 base salary adjustments: $53,000
Year 1 with payroll taxes: $57,240
3-year cost (with 3% annual increases): $176,872
COST VS. RISK ANALYSIS
Remediation cost: $57,240/year
Legal exposure if not addressed:
• EPA back pay liability: 2-3 years of gap differential + liquidated damages
Estimated: $212,000 - $318,000
• Title VII damages: Compensatory and punitive damages (uncapped)
• Legal defense costs: $150,000 - $500,000 per case
• Reputational damage: Immeasurable impact on recruiting and retention
RECOMMENDATION: Immediate remediation is far less costly than legal exposure
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IMPLEMENTATION RECOMMENDATIONS
TIMELINE
Days 1-15: Legal review and executive approval
• Share findings with CEO, CFO, CHRO, General Counsel
• Secure budget approval for remediation
• Engage employment law specialist for compliance verification
Days 16-30: Critical adjustments (Staff Engineers)
• Process salary adjustments for 3 female Staff Engineers
• One-on-one conversations with affected employees
• Document legitimate business justifications for any remaining gaps
Days 31-60: Phase 2 adjustments
• Address Software Engineer I and Engineering Manager gaps
• Process adjustments for identified outliers
• Implement formal compensation review process
Days 61-90: Structural improvements
• Establish salary bands for each role
• Create transparent promotion and compensation criteria
• Train managers on pay equity requirements
• Implement annual pay equity audits
COMMUNICATION STRATEGY
For employees receiving adjustments:
“As part of our annual compensation review, we’ve identified that your
salary was below market rate for your role and performance. Effective
[date], your salary will increase to $[amount].”
For broader organization:
• Do NOT announce company-wide initially (creates legal risk)
• After remediation complete, communicate commitment to pay equity
• Share new transparent compensation framework and salary bands
For leadership:
• Full disclosure of findings, costs, and legal risks
• Emphasize proactive remediation vs. reactive litigation defense
• Position as strategic investment in fairness and retention
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ONGOING COMPLIANCE PROGRAM
REQUIRED NEXT STEPS:
-
Establish salary bands by role and level
• Research external market data for each position
• Create clear min/mid/max ranges with defined progression -
Implement annual pay equity audits
• Repeat this analysis every 12 months
• Address gaps proactively before they compound -
Train hiring managers and HR
• Unconscious bias training
• Structured negotiation protocols
• Documentation requirements for pay decisions -
Create transparent promotion criteria
• Written expectations for each level
• Consistent performance evaluation standards
• Regular calibration sessions across teams -
Consider third-party audit
• Engage compensation consultant for external validation
• Demonstrates good faith effort for legal defense
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CONFIDENTIALITY AND NEXT STEPS
RESTRICT DISTRIBUTION TO:
• Chief Executive Officer
• Chief Financial Officer
• Chief Human Resources Officer
• General Counsel
DO NOT distribute to:
• Department managers (until remediation complete)
• Board members (unless explicitly required)
• External auditors (attorney-client privilege)
IMMEDIATE ACTIONS:
- Schedule executive review meeting within 48 hours
- Engage employment law counsel for legal review
- Secure budget approval for $57,240 remediation
- Begin Phase 1 adjustments within 30 days
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END OF REPORT
About This Skill
Analyze compensation data to identify pay gaps, statistical outliers, and compliance risks with actionable remediation recommendations and cost estimates.
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