人才情报Talent Intelligence报告库 Reports

基于 Metix AI 8.6 亿+ 全球人才库，对前沿科技领域做全量画像与流动分析。点击任一报告查看完整内容。Built on Metix AI's 860M+ global talent pool — full-population profiling and talent-flow analysis across frontier-tech fields. Click any report for the full content.

22 份报告 reports覆盖Covering AI Lab · 智驾AV · 医疗 AIClinical AI · AI 制药AI Pharma · 具身智能Embodied AI · 世界模型World Models

Salesforce 美国招聘 · 2026Salesforce US hiring · 2026
一边裁技术岗位，一边招销售和交付：Agentforce 破 10 亿美元后的 SalesforceCutting Technical Roles While Hiring for Sales and Delivery: Salesforce After Agentforce Passed $1B
Salesforce 美国 1,713 个在招岗里研发只占 10.4%，销售与交付是研发的 6.4 倍。Agentforce 标题岗位 101→213，增量几乎全在卖和部署。R&D is 10.4% of Salesforce's 1,713 US open roles; sales plus delivery is 6.4× R&D. Agentforce titles rose 101→213, mostly sales and delivery.

10.4% 研发占比R&D share
6.4× 销售交付 / 研发Sales+delivery / R&D
10/213 Agentforce 研发Agentforce R&D

交付席位尽调 · 四家系统集成商 · 2026Delivery-bench DD · four integrators · 2026
系统集成商 GenAI 交付席位 2026：四家映射在职 126 对在招 42SI GenAI Delivery Bench 2026: 126 Mapped Seats Against 42 Jobs at Four Integrators
四家系统集成商映射 GenAI 交付席位在职 126，对照在招 42。Infosys 是招聘墙，Cognizant 是存量厚。126 mapped GenAI delivery seats across Accenture, Infosys, Cognizant and Capgemini against 42 mapped jobs. Infosys is the hiring wall; Cognizant is stock-heavy.

126 映射在职席位Mapped current seats
42 映射在招席位Mapped open jobs
23 / 25 Infosys 招聘墙Infosys hiring wall

华尔街投行人才流向Wall Street Banker Talent Flows
投行人才战：11家华尔街银行的高级银行家流向地图The Wall Street Talent War: Mapping Senior Banker Flows Across 11 Investment Banks
基于证据的 11 家华尔街投行高级银行家流向地图An evidence-backed map of senior banker flows across 11 Wall Street investment banks

101 跨行流动Cross-bank moves
73 BB 内部流动Within-BB moves
18 BB→EB 流动BB→EB moves

Databricks人才情报 · 美国·印度·荷兰 · 2026Databricks Talent Intelligence · US · India · NL · 2026
从数据工程到AI Agent：Databricks正在重塑企业数据技术栈From Data Engineering to AI Agents: How Databricks Is Reshaping the Enterprise Data Stack
美国、印度、荷兰招聘与在职数据：Forward Deployed Engineer 三个月涨约 40 倍，改写招聘结构的是 Lakebase，Agent 仍停留在产品语言层面。Across the US, India and the Netherlands: Forward Deployed Engineer postings grew about 40× in three months, Lakebase is the product reshaping the mix, and Agent remains product language.

137 现职 AI/ML 序列人数Current AI/ML roles
10× Lakebase 提及率半年涨幅Lakebase mentions, 6-month rise
40× FDE 招聘量峰值涨幅FDE hiring, peak rise

AI基建人才热点AI Infrastructure Hiring
AI 基建人才争夺战：卡住算力扩张的岗位AI Infra Talent Race: Roles Constraining Compute Buildout
卡住算力扩张的是岗位。NVIDIA 联手华尔街撬动 5000 亿美元之后，真正的约束是哪些席位能把算力建起来。Roles are the constraint on compute buildout. NVIDIA and Wall Street have moved to mobilize more than $500B for AI infrastructure — the race is which seats can deliver it.

2,615 数据中心工程师日职位数DC Engineer daily postings
19.6% 施工/项目在招代理比率Construction/Project ratio
+295.0% Jacobs 数据中心招聘增速Jacobs DC hiring growth

AI 视频生成 · 人才地图 · 美 / 英 / 以 / 中亚 / 加AI Video Generation · Talent Map · US / UK / Israel / Central Asia / Canada
七家 AI 视频公司，1,687 名在册成员， 真正做研发的只有 518 人——来自大厂与自动驾驶，影视特效不到 1%。Seven AI video companies, 1,687 listed members — but only 518 are actually building. They come from Big Tech and self-driving — film VFX is under 1%.

518 / 1,687 建造者 / 在册成员Builders / members
70% 近两年入职Joined in 2 years
13.7% 建造者博士占比Builder PhD share

Talent Intelligence Report · 人才流动Talent Intelligence Report · Talent Flow
量化金融 × AI 人才流动Quant Finance × AI Talent Flow
25 家顶级量化机构的 29,317 份在职画像中，现任 AI Lab、有量化履历者 367 人，反向 90 人。Among 29,317 current-employee profiles at 25 top quant firms, 367 people now at AI labs carry quant experience versus 90 the other way.

25 顶级量化机构Top quant firms
29,317 在职画像Current employees
367 量化 → AI LabQuant → AI Lab

Talent Intelligence Report · 人才图谱Talent Intelligence Report · Talent Map
前沿 AI Lab 人才全景与流动图谱Frontier AI Labs Talent Landscape & Flow Map
13 家前沿 AI 实验室的人才全景：谁在为谁输送与流失人才、点名级人才流动网络、研究员与工程师层组织拼图。A talent panorama of 13 frontier AI labs: who feeds and who loses talent to whom, the name-level talent-flow network, and the researcher-vs-engineer org map.

13 前沿 AI LabFrontier AI Labs
19,057 在职画像Current employees
11,914 技术人才池Technical talent pool

Talent Intelligence Report · 人才地图Talent Intelligence Report · Talent Map
临床 AI 与医疗系统 人才地图Clinical AI & Health Systems Talent Map
22 家医疗 AI 公司与医院系统 AI 团队，锁定既懂临床工作流又懂机器学习的「双语人才」与来源管道。22 clinical-AI companies & hospital AI teams: locating the rare bilingual talent fluent in both clinical workflow and machine learning, and their source pipelines.

6,415 美国在职画像current U.S. profiles
2,606 有临床背景Clinical background
1,077 临床×ML 双语人才Clinical×ML talent

Talent Intelligence Report · 人才地图Talent Intelligence Report · Talent Map
TechBio / AI 制药 人才地图TechBio / AI Drug Discovery Talent Map
35 家公司、6,420 份画像（计算/ML 池 4,374 / 35 家）：干湿双背景、AlphaFold 外溢与 AI 制药组织拼图。35 companies and 6,420 current profiles (computational/ML pool 4,374 of 35): wet-lab × dry-lab talent, AlphaFold spillover, and the AI-pharma org map.

35 目标公司Target Companies
6,420 在职画像Current Profiles
4,374 计算/ML 人才池Computational/ML pool

Talent Intelligence Report · 人才地图Talent Intelligence Report · Talent Map
具身智能与 人形机器人 人才地图Embodied AI & Humanoid Robots Talent Map
13 家具身主体、1,930 份画像（技术池 1,044 / 13 家）：硬件×AI 交叉结构、来源与流动走廊。13 embodied-AI players and 1,930 current profiles (technical pool 1,044 of 13): hardware × AI structure, sources, and flow corridors.

13 具身主体Embodied players
1,930 在职画像Current profiles
1,044 技术人才池Technical talent pool

Talent Intelligence Report · 人才走廊Talent Intelligence Report · Talent Corridor
游戏引擎 × 世界模型 人才走廊Game Engine × World Model Talent Corridor
引擎侧 486 名图形人才（技术池 4,725 / 4 家）与世界模型侧 11.7% 引擎来源（72/618）。486 engine-side graphics specialists (pool 4,725 / 4 companies) and 11.7% engine pedigree on the world-model side (72/618).

486 引擎侧图形人才Engine graphics talent
4,725 引擎侧技术池Engine technical pool
11.7% 世界模型侧引擎来源Engine-origin share

Job Market Intelligence · 岗位结构Job Market Intelligence · Job Structure
海外岗位 结构分布报告Overseas Jobs Structure Report
海外（不含中国）在招岗位的结构分布：从国家、职能、行业、岗位类别四个维度看招聘需求集中在哪里。中英双语。Structure of active job postings outside China — across country, function, industry and job category — showing where hiring demand concentrates. Bilingual.

6,167,276 海外活跃岗位Overseas active jobs
54.0% 美国占比US share
73.2% Top 5 国家占比Top 5 countries

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