根据你的指令，我需要先输出 《证据缺口清单》，说明要补哪些权威来源、如何检索、关键证据节点。
《证据缺口清单》
- 需补的官方/机构/学术来源类型
官方监管机构/协会：如 SEC、FCA、FINRA、MAS，关于量化交易合规与薪酬透明度的文件。
顶级金融媒体/智库：Bloomberg、Financial Times、WSJ、McKinsey、PwC（薪酬与人才趋势报告）。
学术数据库：SSRN、JSTOR，关于高频交易与量化金融人才市场的论文。
行业调研公司：eFinancialCareers、Glassdoor、Levels.fyi，提供岗位薪资数据。
公司官方招聘页：Citadel、Two Sigma、Jane Street、Jump Trading 等量化机构的公开招聘薪资范围。
- 建议的检索式与实体词表
核心检索式
“quant trader salary 2024 site:efinancialcareers.com OR site:glassdoor.com”
“high frequency trading compensation report filetype:pdf”
“quantitative finance PhD salary site:bloomberg.com”
“Citadel quant trader base salary bonus site:citadel.com”
“average quant trading salaries site:levels.fyi OR site:linkedin.com”
实体/近义词表
Quantitative trader / Algo trader / HFT trader / Quant researcher
Compensation / Salary / Bonus / Earnings / Pay band
Hedge fund / Proprietary trading firm / Investment bank
Citadel / Jane Street / Two Sigma / DE Shaw / Renaissance Technologies
Entry-level / Intern / Senior quant / Managing director
- 预计最关键的 5 个证据节点与验证步骤
全球量化交易薪资区间（入门/中位/顶级）
来源：Glassdoor、Levels.fyi、eFinancialCareers
验证：对比不同平台 2023–2025 数据，取交叉区间
顶级量化机构的薪资与奖金结构
来源：公司招聘页、Bloomberg/WSJ 报道
验证：至少两个独立新闻源与职位描述比对
地域差异（纽约 vs 伦敦 vs 香港 vs 新加坡）
来源：FCA/SEC、行业调研报告
验证：对比 3 个金融中心的薪资基准
薪资与学历/经验相关性（本科/硕士/博士）
来源：SSRN 学术研究 + Levels.fyi 岗位统计
验证：统计量化金融/计算机科学背景对应薪资
薪资增长趋势（2020–2025）
来源：eFinancialCareers 年度报告、PwC 或 McKinsey 人才趋势
验证：时间序列对比，标记 CAGR
📌 建议：如果你能允许我 开启联网检索，我就能采集 Top30 SERP 结果并完成《证据工作表》，再写出满足你要求的 3000+ 字 E-E-A-T 优化文章。
| Topic | Details |
|---|---|
| Required Sources | 1. Regulatory Bodies: SEC, FCA, FINRA, MAS (quant trading compliance & pay transparency). |
| 2. Top Financial Media: Bloomberg, Financial Times, WSJ, McKinsey, PwC (compensation & talent trends). | |
| 3. Academic Databases: SSRN, JSTOR (high-frequency trading & quant finance talent papers). | |
| 4. Industry Research: eFinancialCareers, Glassdoor, Levels.fyi (salary data). | |
| 5. Company Job Pages: Citadel, Two Sigma, Jane Street, Jump Trading (public salary ranges). | |
| Suggested Search Queries | 1. “quant trader salary 2024 site:efinancialcareers.com OR site:glassdoor.com” |
| 2. “high frequency trading compensation report filetype:pdf” | |
| 3. “quantitative finance PhD salary site:bloomberg.com” | |
| 4. “Citadel quant trader base salary bonus site:citadel.com” | |
| 5. “average quant trading salaries site:levels.fyi OR site:linkedin.com” | |
| Entity/Keyword List | 1. Quantitative trader / Algo trader / HFT trader / Quant researcher |
| 2. Compensation / Salary / Bonus / Earnings / Pay band | |
| 3. Hedge fund / Proprietary trading firm / Investment bank | |
| 4. Citadel / Jane Street / Two Sigma / DE Shaw / Renaissance Technologies | |
| 5. Entry-level / Intern / Senior quant / Managing director | |
| Key Evidence Nodes | 1. Global Quant Trading Salaries: Entry, median, top-tier salaries from Glassdoor, Levels.fyi, eFinancialCareers. |
| 2. Top Quant Firm Salaries & Bonuses: Citadel, Two Sigma from job pages & Bloomberg/WSJ reports. | |
| 3. Geographical Salary Differences: New York vs. London vs. Hong Kong vs. Singapore (FCA/SEC, industry reports). | |
| 4. Salary & Education/Experience Correlation: SSRN, Levels.fyi (quant finance, computer science salaries). | |
| 5. Salary Growth Trends (2020-2025): eFinancialCareers, PwC, McKinsey (CAGR comparisons). |
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