This skill helps HR professionals and leaders make data-driven compensation decisions that are competitive, equitable, and aligned to business strategy. It provides frameworks for market research, salary band development, pay equity analysis, compensation proposals, and ongoing market monitoring that attract and retain talent while managing labor costs.
Bureau of Labor Statistics (BLS): Free, government data
Salary.com, Glassdoor, PayScale: Self-reported data (consider bias)
Robert Half, Mercer, Towers Watson: Professional surveys (cost-based)
Industry-specific surveys: Often most relevant but specialized
Methodology:
Identify comparable roles in target market
Compare: Company size, industry, geography, experience level
Collect data from 3-5 sources minimum
Weight most recent and relevant data more heavily
Adjust for cost of living by geography
Account for company size and maturity
Data Points to Collect:
Median salary (most reliable)
25th and 75th percentiles (understand range)
Benefits and total compensation
Bonus and variable comp (if applicable)
Stock options or equity (if applicable)
Job title and description (ensure comparability)
Company size, industry, geography
Years of experience required
Critical: Ensure Comparable Roles
Don't compare apples to oranges:
Title might vary: "Senior Product Manager" vs. "Product Manager III"
Scope and responsibility: 1-person team vs. 10-person team
Experience level: 5 years vs. 15 years experience
Geography: San Francisco vs. Austin (significant cost of living differences)
Industry: Tech startup vs. enterprise healthcare
Match on as many dimensions as possible
2. Salary Band Development
Create structured salary bands aligned to market and internal consistency.
Band Structure Example:
SALARY BAND FRAMEWORK
ROLE: Senior Product Manager
MARKET MEDIAN: $150,000
BAND STRUCTURE (for typical PM with 7-10 years experience):
Entry: $130,000 - $150,000 (Newly promoted or hired externally)
Mid: $150,000 - $175,000 (2-3 years in role, strong performance)
Senior: $175,000 - $205,000 (5+ years in role, high performer, potential leader)
TOTAL COMPENSATION POSITIONING:
25th percentile: $130,000 base (below market, only for growth)
Median/50th: $157,500 base (at market, target position)
75th percentile: $185,000 base (above market, top 25%)
BAND GUIDELINES:
- New to role: Bottom of band
- Solid performer: Mid of band
- Top performer/specialized skills: Upper band
- Don't exceed band unless exceptional circumstances
EQUITY & BONUS (if applicable):
- Stock options: 0.05% - 0.15% grant
- Bonus target: 15-20% of base (if role-appropriate)
Band Design Principles:
Market-Based Positioning:
Below market (25th percentile): For growth roles or startup stage
Market (50th percentile): Standard targeting position
Above market (75th percentile): Top talent, retention focus
Typically target median unless unique strategy
Internal Consistency:
Bands should be internally consistent
Higher-responsibility roles should have higher bands
Clear progression between levels
Typically 20-30% difference between levels
Geographic Adjustments:
Common approach:
Base location at 100% (your headquarters)
Apply cost of living multipliers:
San Francisco: 1.30-1.50x
New York: 1.20-1.40x
Austin: 0.85-0.95x
Midwest: 0.80-0.90x
Or: Set salary based on work location, not hire location
Implement: Increase salaries to eliminate gender/race-based gaps
Commit: Ongoing monitoring
Pay Equity Analysis Template:
PAY EQUITY ANALYSIS
Role: Senior Software Engineer
Location: San Francisco
Comparison Level: All engineers in role with 5-7 years experience
SALARY COMPARISON BY GENDER
Female Engineers (n=12):
- Average Salary: $165,000
- Median: $163,500
- Range: $150K - $185K
Male Engineers (n=18):
- Average Salary: $178,000
- Median: $177,500
- Range: $155K - $210K
GAP: $13,000 (7.9% gap, favoring males)
ANALYSIS OF DIFFERENCE
Experience Breakdown:
- Female: avg 5.8 years | Male: avg 5.9 years (not significant)
Performance Ratings:
- Female: avg 3.7/5 | Male: avg 3.8/5 (minimal difference)
Specialized Skills:
- Female: 33% have cloud architecture cert | Male: 39% (minor)
External Hires:
- Female: avg hired at $158K | Male: avg hired at $169K
- This accounts for approximately $8K of gap (market timing, negotiation)
CONCLUSION
Unexplained gap: ~$5,000 after accounting for legitimate factors.
This is within 3% after adjusting for observable factors, but trending gap may indicate systemic undervaluation.
RECOMMENDATION
1. Adjust three lowest-paid female engineers within role to band ranges
2. Review next hire to ensure equitable offer
3. Re-analyze quarterly to monitor trend
4. Consider women's negotiation support (research shows women negotiate less)
COST: $15,000 total (one-time)
TIMELINE: Implement within 30 days
Internal equity (don't pay new hire more than existing employee in same role)
Make initial offer within band (don't go to top immediately)
Leave room for negotiation
Be prepared to explain band
Offer Components:
OFFER PACKAGE
Base Salary: $155,000 (50th percentile for role, 5 years exp level)
Bonus:
- Annual bonus target: 20% of base ($31,000 if targets met)
- Based on company performance and individual performance
- First year: Pro-rated based on start date
Equity:
- Stock options: 0.10% grant
- Vests: 4-year schedule with 1-year cliff
- Exercise price: FMV at grant date
Benefits:
- Comprehensive health insurance (medical, dental, vision)
- Company pays 80% of premium
- 401k with 4% match
- 20 days PTO (paid time off)
- 5 days sick leave
- Parental leave: 12 weeks paid
Additional:
- $5,000 annual learning & development budget
- Home office setup: $2,000
- Mental health support: Therapy stipend, meditation app
- Commuter benefits
Total Compensation Estimate (Year 1):
- Base: $155,000
- Bonus (at target): $31,000
- Benefits (estimated): $28,000
- Equity (estimated value): $30,000
- Total Comp: $244,000
Negotiation Approach:
Have defined band; don't exceed for single hire
Be ready to move on salary (typical: up to 10% negotiation)
Offer flexibility on bonus, start date, additional benefits
Equity can be higher if cash-constrained
Get approval authority set in advance
Counter with full package, not just base salary
Have walk-away point established
Salary Negotiation Best Practices:
Never ask candidates their current/expected salary (some regions legally restrict this)
Make competitive offers upfront (reduces negotiation friction)
Disclose band or range (improves transparency, reduces negotiation)
Have clear decision authority before offer
Document all offers and negotiations
Ensure equal negotiation approach for all demographics
7. Retention & Competitive Compensation
Retention Bonuses (when needed):
Use when: Talent is at risk, role is critical, market is tight
Structure: Lump sum, typically 10-25% of annual salary
Timing: Paid in lump sum or over 12-24 months
Condition: Often requires continued employment
Risk: Delay actual departure but doesn't address root issue
Equity Refresh Grants:
Adjust vesting schedule for high performers
New grant to extend vesting timeline
Keeps long-term incentive alive
More meaningful than one-time bonus
Market Monitoring:
Quarterly salary research for key roles
Annual competitive analysis
Benchmark against direct competitors
Track candidate feedback ("chose competitor for higher pay")
Conduct internal market reviews
8. Executive Compensation
Components:
CEO/Executive Compensation Typically Includes:
Base salary: $200K - $500K+ depending on company stage/size
Annual bonus: 50-150% of base (tied to performance metrics)
Long-term equity: 0.5% - 2.0% for CEO (4-year vesting)
Benefits: Executive benefits, deferred comp, etc.
Severance: 6-12 months or more for C-suite
Governance:
Board approval for CEO/C-suite compensation
Comp committee oversight
Consider: benchmarks, performance, dilution
Disclosure requirements if public company
409A valuation (for private companies with equity)
Performance Metrics (often tied to bonus):
Revenue growth
Profitability/EBITDA
Customer acquisition
Market share
Stock price (if public)
Strategic goals
9. Data & Compliance Considerations
Confidentiality & Privacy:
Salary data is sensitive; handle carefully
Limit access to need-to-know (HR, Finance, CEO)
Avoid discussing salaries across team (creates distrust)
Note: Employees have legal right to discuss own salary; you can't prohibit
Documentation:
Keep records of salary decisions and reasoning
Document market research and adjustments
Keep offer negotiation records
File pay equity analyses
Document any discrimination complaints
Compliance:
Equal Pay Act: Same pay for substantially equal work
Title VII: Non-discrimination based on race, color, religion, sex, national origin