afrexai-compensation-planner
v1.0.0基于市场数据、薪资带宽、股权、奖金、地域调整及留任风险评分，制定竞争性薪酬方案。
Sourced from ClawHub,
Authored by 1kalin
Installation
Compensation & Salary Benchmarking Planner
Build data-driven compensation structures that attract talent without overpaying. Covers base salary bands, equity/bonus frameworks, geographic differentials, and total rewards packaging.
When to Use
- Building or revising salary bands for any role
- Preparing for hiring sprints and need market-rate data
- Conducting annual compensation reviews
- Designing equity/bonus/commission structures
- Benchmarking against competitors to reduce turnover
How It Works
When asked to build a compensation plan, follow this framework:
1. Role Architecture
Define job levels and salary bands:
| Level | Title Pattern | Base Range (US) | Equity % | Bonus Target |
|---|---|---|---|---|
| L1 | Associate / Junior | $45K-$70K | 0-0.01% | 0-5% |
| L2 | Mid-level | $70K-$110K | 0.01-0.05% | 5-10% |
| L3 | Senior | $110K-$160K | 0.05-0.15% | 10-15% |
| L4 | Staff / Lead | $150K-$210K | 0.1-0.3% | 15-20% |
| L5 | Principal / Director | $190K-$280K | 0.2-0.5% | 20-30% |
| L6 | VP / C-level | $250K-$400K+ | 0.5-2%+ | 30-50%+ |
2. Geographic Differentials
Apply cost-of-labor multipliers (not cost-of-living):
| Tier | Markets | Multiplier |
|---|---|---|
| Tier 1 | SF Bay, NYC, London | 1.0x (baseline) |
| Tier 2 | Seattle, Boston, LA, Chicago | 0.90-0.95x |
| Tier 3 | Austin, Denver, Manchester, Berlin | 0.80-0.85x |
| Tier 4 | Remote US/UK secondary markets | 0.70-0.80x |
| Tier 5 | Eastern Europe, LATAM, SEA | 0.40-0.60x |
3. Total Compensation Package
Break down total rewards:
Cash Compensation - Base salary: 60-80% of total comp (varies by seniority) - Performance bonus: 5-30% of base - Commission (sales roles): 40-60% of OTE
Equity Compensation - Startup (pre-Series B): 0.01%-2% based on level, 4-year vest, 1-year cliff - Growth stage: RSUs, lower % but higher dollar value - Public company: RSU grants refreshed annually
Benefits & Perks (typically 20-35% on top of base) - Health insurance: $6K-$24K/yr employer cost per employee (US) - 401(k)/pension match: 3-6% of salary - PTO: 15-25 days (US), 25-33 days (UK/EU statutory + company) - Learning budget: $1K-$5K/yr - Remote stipend: $100-$250/mo - Parental leave: 12-26 weeks (competitive)
4. Pay Equity Audit
Run these checks quarterly:
- Compa-ratio by role: Actual pay ÷ midpoint of band. Target: 0.90-1.10
- Gender pay gap: Compare median comp by gender within each level
- Tenure compression: Are new hires making more than 2-year veterans? Fix with retention adjustments
- Band penetration: % of employees above 1.0 compa-ratio (flag if >30%)
5. Annual Review Cycle
| Month | Action |
|---|---|
| Jan | Market data refresh (Levels.fyi, Glassdoor, Radford, Mercer) |
| Feb | Manager calibration sessions |
| Mar | Budget allocation (typically 3-5% of payroll for merit increases) |
| Apr | Communicate adjustments, effective date |
| Jul | Mid-year equity refresh grants |
| Oct | Prepare next year's comp budget proposal |
6. Offer Benchmarking Checklist
Before extending any offer: - [ ] Check 3+ data sources (Levels.fyi, Glassdoor, Payscale, LinkedIn Salary) - [ ] Confirm geographic tier and apply multiplier - [ ] Calculate total comp (base + bonus + equity annualized + benefits value) - [ ] Compare to internal peers at same level (±10% band) - [ ] Document justification if above band midpoint - [ ] Get sign-off from hiring manager + finance/HR
7. Retention Risk Scoring
| Factor | Weight | Score (1-5) |
|---|---|---|
| Below market rate (>10% under) | 25% | |
| Time since last raise (>18 months) | 20% | |
| Flight risk signals (LinkedIn active, disengaged) | 20% | |
| Critical role / hard to replace | 20% | |
| Tenure > 3 years with no promotion | 15% |
Score > 3.5 = immediate retention conversation needed Score 2.5-3.5 = include in next review cycle, prioritize Score < 2.5 = monitor quarterly
8. Commission & Sales Comp
For revenue roles, design OTE (On-Target Earnings): - Base:Variable split: 50:50 (hunters), 60:40 (farmers), 70:30 (CS/AM) - Accelerators: 1.5-3x rate above quota (motivates overperformance) - Decelerators: 0.5x rate below 80% quota (protects company) - Clawback policy: Define for churned deals within 90 days - SPIFs: Short-term incentives for strategic pushes ($500-$5K per qualifying action)
Key Metrics to Track
- Offer acceptance rate: Target >85% (below = comp is off-market)
- Regrettable attrition: Target <10% (above = retention issue)
- Time to fill: If increasing, may signal comp competitiveness problem
- Cost per hire: Include recruiter fees, signing bonuses, relocation
- Revenue per employee: Benchmark against industry ($200K-$400K SaaS, $150K-$250K services)
Data Sources (2026)
- Levels.fyi — Best for tech roles, real verified data
- Glassdoor — Broad coverage, self-reported
- Payscale — Small business focus
- Radford (Aon) — Enterprise-grade, paid surveys
- Mercer — Global comp data, paid
- LinkedIn Salary Insights — Good for role-specific ranges
- BLS Occupational Employment Statistics — Government baseline
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