LinkedIn 招聘职位数据
实时抓取全球职位发布,从招聘信号反推企业扩张方向
最近更新:
§ 01
数据能力与使用场景
实时抓取全球职位发布,从招聘信号反推企业扩张方向。覆盖 LinkedIn 全球 150+ 国家职位搜索结果,支持按关键词、地点、公司、职位类型、经验级别、远程类型、发布时间等多条件组合查询;单搜索上限 1000 条,可按国家拆分城市搜索突破上限。
职位基本信息
职位标题、LinkedIn 原文链接、唯一职位 ID,以及站外申请直链(如有)
发布公司与主页
招聘公司全称、LinkedIn 公司主页 URL、公司 Logo
工作地点与地址
工作地点描述 + 公司结构化地址(含街道/城市/州/邮编/国家)
发布时间与申请量
职位发布日期、当前申请人数量(LinkedIn 公开时返回)
薪资与福利标签
薪资区间(部分职位可见,如 $175k-$290k/yr)、福利标签如 Actively Hiring
经验级别与雇佣类型
资历级别(Entry/Mid-Senior/Director)、雇佣类型(Full-time/Contract)、职能、行业
职位描述全文
HTML 与纯文本双版本 JD,适合人工阅读或直接喂 LLM 做岗位分析
公司深度资料
公司官网、Slogan、简介、员工规模(需开启抓取公司详情)
招聘联系人
招聘者姓名、职位、头像、LinkedIn 主页(仅 LinkedIn 公开发布者的职位返回)
- ▸跟踪目标行业招聘动向,预判赛道热度与人才流向
- ▸竞品公司扩张信号:新设岗位、新地区、新职能
- ▸BD 场景:招聘某技术栈的公司很可能是潜在客户
- ▸投资研究:企业招聘节奏反映业务扩张意图
- ▸猎头:实时获取新发布的精准匹配职位
§ 02
数据交付内容
基础职位信息包
默认包含
每条职位的默认输出,含职位标题、链接、公司名、地点、发布时间、JD 全文(HTML+纯文本)、薪资、福利、经验级别、雇佣类型、职能、行业、申请量。无需开启抓取公司详情即可获得。
核心字段:id、trackingId、refId、link、title、companyName、companyLinkedinUrl、companyLogo、location、postedAt、benefits、descriptionHtml、applicantsCount、applyUrl、salary、descriptionText、seniorityLevel、employmentType、jobFunction、industries、inputUrl
公司深度资料包
可选增强
需开启 scrapeCompany。补充公司结构化地址(含街道/城市/州/邮编/国家)、官网、Slogan、公司简介、员工规模。开启后每条职位需额外请求,速度会变慢,但能拿到更丰富的公司画像,适合 BD 线索挖掘与投资研究。
核心字段:companyAddress、companyWebsite、companySlogan、companyDescription、companyEmployeesCount
招聘联系人包
可选增强
招聘者姓名、职位、头像、LinkedIn 主页。条件返回:仅 LinkedIn 公开展示发布者的职位才有(sample 中约 1/5 职位暴露),多数大公司职位不暴露招聘者;小公司、志愿者职位更常见。适合猎头与精准 outreach。
核心字段:jobPosterName、jobPosterTitle、jobPosterPhoto、jobPosterProfileUrl
JD 深度分析包
可选增强
基础包已含 JD 全文。此包为可选加工交付:在原始 JD 之上额外做技能抽取、技术栈识别、岗位要求结构化,适合客户希望直接拿到清洗后的岗位画像而非原文。
核心字段:descriptionHtml、descriptionText
§ 03
样例数据
| 商家名称 | 分类 | 地址 | 城市 | 电话 | 网站 | 评分 | 评论数 |
|---|---|---|---|---|---|---|---|
| Software Engineer (Fullstack and Backend Roles) | — | — | — | — | — | — | — |
| Backend Software Engineer, Trading Systems & Data Platform | — | — | — | — | — | — | — |
| Software Engineer II - Backend | — | — | — | — | — | — | — |
| Software Engineer | — | — | — | — | — | — | — |
| Junior Software Engineer | — | — | — | — | — | — | — |
点击展开完整 JSON 样例
{
"id": "4443619451",
"trackingId": "YQ/crBzgtjVNGSiYSY0j7A==",
"refId": "ujN4tDkoTrtMtLYu3e3LUA==",
"link": "https://www.linkedin.com/jobs/view/software-engineer-fullstack-and-backend-roles-at-clear-4443619451?position=57&pageNum=0&refId=ujN4tDkoTrtMtLYu3e3LUA%3D%3D&trackingId=YQ%2FcrBzgtjVNGSiYSY0j7A%3D%3D",
"title": "Software Engineer (Fullstack and Backend Roles)",
"companyName": "CLEAR",
"companyLinkedinUrl": "https://www.linkedin.com/company/clear-by-alclear-llc?trk=public_jobs_jserp-result_job-search-card-subtitle",
"companyLogo": "https://media.licdn.com/dms/image/v2/C4D0BAQFrwD0HNYHBEA/company-logo_100_100/company-logo_100_100/0/1630537854608/clear_by_alclear_llc_logo?e=2147483647&v=beta&t=zlXWVs4q-0xnp4WRPu4LpsCKR-aeHYPjWRTxeZqv8S8",
"location": "New York, NY",
"postedAt": "2026-07-28",
"benefits": [],
"descriptionHtml": "<p>CLEAR is building THE secure identity company of the future. Our mission is to make experiences safer and easier—physically and digitally. With more than 38 million Members and a growing network of partners across the world, CLEAR's secure identity platform is transforming the way people live, work, and travel. Whether it’s at the airport, stadium, or throughout your everyday life, CLEAR unlocks the magic of frictionless experiences.</p> <p><span>We're looking for Software Engineers to help build the next generation of CLEAR's identity platform. Beyond verifying identity, we're creating a secure, networked digital identity that enables seamless experiences across travel, enterprise, healthcare, financial services, and beyond.</span></p><p><span>As a Software Engineer, you'll own complex technical problems from design through deployment, partnering closely with Product, Design, Security, and Operations to deliver reliable, scalable solutions. We're looking for engineers with a strong builder mindset who thrive in ambiguity, take ownership, and enjoy turning ideas into production systems.</span></p><p><span>Level and team matching (open roles across the three pillars that make up Technology at CLEAR: Core Identity, CLEAR1, and CLEAR Travel) will occur towards the end of our interview process. Tech stack overview: Python / Java / React / Typescript</span></p><p><span><strong><em>What you’ll do:</em></strong></span></p><ul><li><span>Design, build, test, and deploy scalable applications that power CLEAR's identity platform.</span></li><li><span>Own projects end-to-end from technical discovery and architecture through implementation, rollout, and operational support.</span></li><li><span>Partner closely with Product, Design, Data, Security, and Operations to translate business problems into simple, scalable technical solutions.</span></li><li><span>Drive engineering excellence by improving system reliability, performance, testing, observability, and developer experience.</span></li><li><span>Contribute to architectural decisions and continuously improve the scalability, security, and maintainability of our platform.</span></li><li><span>Partner with teammates through thoughtful code reviews, technical collaboration, and sharing engineering best practices.</span></li></ul><p><span><strong><em>What you’re great at:</em></strong></span></p><ul><li><span>3+ years of professional software engineering experience building production applications using technologies such as Python, Java, React, and TypeScript.</span></li><li><span>Strong technical fundamentals across distributed systems, APIs, cloud infrastructure, and modern software architecture.</span></li><li><span>Experience building and operating cloud-native applications using AWS and technologies such as Docker, Kubernetes, GitHub, and CI/CD pipelines.</span></li><li><span>A demonstrated history of owning complex, cross-functional projects and driving them from idea to production with a bias for action.</span></li><li><span>Excellent communication skills with the ability to explain technical concepts and influence both technical and non-technical stakeholders.</span></li><li><span>Comfortable operating in ambiguous environments, making thoughtful tradeoffs, and independently driving work forward.</span></li><li><span>A collaborative mindset with a passion for partnering with others, continuously improving engineering practices, and building products that deliver measurable customer and business impact.</span></li></ul><p><span><strong><em>Our process:</em></strong></span></p><p><span>We keep a swift process with shorter timelines that make the best use of everyone’s time. Our process is usually completed in about 3 weeks. </span></p><p><span>Here’s what you can expect: </span></p><p><span>Recruiter Call → Zoom Technical Screen → Onsite Panel Interviews → Final Manager Conversations → Offer </span></p><p><span><strong><em>How You’ll be Rewarded:</em></strong></span></p><p><span>At CLEAR we help YOU move forward - because when you’re at your best, we’re at our best. You’ll work with talented team members who are motivated by our mission of making experiences safer and easier. In our offices, you’ll enjoy benefits like meals and snacks. We invest in your well-being and learning & development with our stipend and reimbursement programs. </span></p><p><span><span>We offer holistic total rewards, including comprehensive healthcare plans, family building benefits (fertility and adoption/surrogacy support), flexible time off, free OneMedical memberships for you and your dependents, and a 401(k) retirement plan with employer match. </span></span></p><p><span>The total compensation range for this role is $180,000 - $220,000, depending on levels of skills and experience.</span></p><p><span>This range represents the combined base salary, and new hire equity package (in Restricted Stock Units) for this position at CLEAR. Additionally, this role will be eligible for refresh equity grants as part of our ongoing compensation program. Actual compensation will vary based on factors including, but not limited to, location, education, skills, experience, and performance. All stock based compensation will be subject to the terms and conditions of applicable agreements</span></p><p><em>CLEAR provides reasonable accommodation to qualified individuals with disabilities or protected needs. Please let us know if you require a reasonable accommodation to apply for a job or perform your job. Examples of reasonable accommodation include, but are not limited to, time off, extra breaks, making a change to the application process or work procedures, policy exceptions, providing documents in an alternative format, live captioning or using a sign language interpreter, or using specialized equipment.</em></p><p><em>We are committed to a transparent and secure hiring process. All communications related to this role will come directly from a CLEAR employee through valid CLEAR channels (e.g., a valid @clearme.com email address or verified CLEAR LinkedIn profile). We encourage candidates to remain alert to job scams and to report any suspicious activity.</em></p><p><em>Qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, protected veteran status or other characteristics protected by law.</em></p><p></p><span></span>",
"applicantsCount": "200",
"applyUrl": "",
"salary": "",
"descriptionText": "\nCLEAR is building THE secure identity company of the future. Our mission is to make experiences safer and easier—physically and digitally. With more than 38 million Members and a growing network of partners across the world, CLEAR's secure identity platform is transforming the way people live, work, and travel. Whether it’s at the airport, stadium, or throughout your everyday life, CLEAR unlocks the magic of frictionless experiences. \nWe're looking for Software Engineers to help build the next generation of CLEAR's identity platform. Beyond verifying identity, we're creating a secure, networked digital identity that enables seamless experiences across travel, enterprise, healthcare, financial services, and beyond.\nAs a Software Engineer, you'll own complex technical problems from design through deployment, partnering closely with Product, Design, Security, and Operations to deliver reliable, scalable solutions. We're looking for engineers with a strong builder mindset who thrive in ambiguity, take ownership, and enjoy turning ideas into production systems.\nLevel and team matching (open roles across the three pillars that make up Technology at CLEAR: Core Identity, CLEAR1, and CLEAR Travel) will occur towards the end of our interview process. Tech stack overview: Python / Java / React / Typescript\nWhat you’ll do:\n\n- Design, build, test, and deploy scalable applications that power CLEAR's identity platform.\n- Own projects end-to-end from technical discovery and architecture through implementation, rollout, and operational support.\n- Partner closely with Product, Design, Data, Security, and Operations to translate business problems into simple, scalable technical solutions.\n- Drive engineering excellence by improving system reliability, performance, testing, observability, and developer experience.\n- Contribute to architectural decisions and continuously improve the scalability, security, and maintainability of our platform.\n- Partner with teammates through thoughtful code reviews, technical collaboration, and sharing engineering best practices.\nWhat you’re great at:\n\n- 3+ years of professional software engineering experience building production applications using technologies such as Python, Java, React, and TypeScript.\n- Strong technical fundamentals across distributed systems, APIs, cloud infrastructure, and modern software architecture.\n- Experience building and operating cloud-native applications using AWS and technologies such as Docker, Kubernetes, GitHub, and CI/CD pipelines.\n- A demonstrated history of owning complex, cross-functional projects and driving them from idea to production with a bias for action.\n- Excellent communication skills with the ability to explain technical concepts and influence both technical and non-technical stakeholders.\n- Comfortable operating in ambiguous environments, making thoughtful tradeoffs, and independently driving work forward.\n- A collaborative mindset with a passion for partnering with others, continuously improving engineering practices, and building products that deliver measurable customer and business impact.\nOur process:\nWe keep a swift process with shorter timelines that make the best use of everyone’s time. Our process is usually completed in about 3 weeks. \nHere’s what you can expect: \nRecruiter Call → Zoom Technical Screen → Onsite Panel Interviews → Final Manager Conversations → Offer \nHow You’ll be Rewarded:\nAt CLEAR we help YOU move forward - because when you’re at your best, we’re at our best. You’ll work with talented team members who are motivated by our mission of making experiences safer and easier. In our offices, you’ll enjoy benefits like meals and snacks. We invest in your well-being and learning & development with our stipend and reimbursement programs. \nWe offer holistic total rewards, including comprehensive healthcare plans, family building benefits (fertility and adoption/surrogacy support), flexible time off, free OneMedical memberships for you and your dependents, and a 401(k) retirement plan with employer match. \nThe total compensation range for this role is $180,000 - $220,000, depending on levels of skills and experience.\nThis range represents the combined base salary, and new hire equity package (in Restricted Stock Units) for this position at CLEAR. Additionally, this role will be eligible for refresh equity grants as part of our ongoing compensation program. Actual compensation will vary based on factors including, but not limited to, location, education, skills, experience, and performance. All stock based compensation will be subject to the terms and conditions of applicable agreements\nCLEAR provides reasonable accommodation to qualified individuals with disabilities or protected needs. Please let us know if you require a reasonable accommodation to apply for a job or perform your job. Examples of reasonable accommodation include, but are not limited to, time off, extra breaks, making a change to the application process or work procedures, policy exceptions, providing documents in an alternative format, live captioning or using a sign language interpreter, or using specialized equipment.\nWe are committed to a transparent and secure hiring process. All communications related to this role will come directly from a CLEAR employee through valid CLEAR channels (e.g., a valid @clearme.com email address or verified CLEAR LinkedIn profile). We encourage candidates to remain alert to job scams and to report any suspicious activity.\nQualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, protected veteran status or other characteristics protected by law.\n",
"seniorityLevel": "Mid-Senior level",
"employmentType": "Full-time",
"jobFunction": "Engineering and Information Technology",
"industries": "Consumer Services",
"inputUrl": "https://www.linkedin.com/jobs/search/?keywords=software%20engineer&location=United%20States",
"companyAddress": {
"type": "PostalAddress",
"streetAddress": "85 10th Ave",
"addressLocality": "New York",
"addressRegion": "NY",
"postalCode": "10011",
"addressCountry": "US"
},
"companyWebsite": "http://clearme.com",
"companySlogan": "You are You.",
"companyDescription": "CLEAR is the security identity company making experiences safer and easier—physically and digitally. With over 41 million Members and a growing network of partners across the world, CLEAR’s identity platform is transforming the way people live, work, and travel. Whether you are in the airport, at the stadium, or on your phone, CLEAR connects you to the things that make you, you. CLEAR+ helps you speed through airport security, while CLEAR1 is our enterprise product that powers trusted identity solutions for businesses across healthcare, travel, and financial services. Headquartered in New York City with offices in Austin, TX and Washington D.C., CLEAR’s mission is to strengthen security and create frictionless experiences.",
"companyEmployeesCount": 3005
}§ 04
怎么告诉我们你的需求
你只需要告诉我们下面 5 件事,剩下的配置由我们来完成:
01
搜什么
目标职位关键词或岗位类型,如 software engineer / product manager / data analyst
例如:Software Engineer
02
搜哪里
目标国家/地区/城市,或直接给 LinkedIn 搜索 URL(无痕窗口配置好过滤器后从地址栏复制)
例如:美国 或 LinkedIn 搜索 URL
03
要多少
期望抓取职位数量。单 URL 上限 1000,超量需开 splitByLocation 按城市拆分搜索并去重
例如:2000 条(需开城市拆分)
04
要什么字段
只要基础职位信息,还是需要公司深度资料(官网/简介/员工规模)、招聘联系人等增强
例如:基础 + 公司深度资料
05
交付格式
Excel/CSV/JSON;JD 是否需要 HTML+纯文本双版本;是否需要按公司/地点/发布时间排序
例如:Excel,HTML+文本双版本,按发布时间倒序
§ 05
套餐与询价
§ 06
服务流程
01
咨询
扫码加微信,描述你的数据需求
02
报价
1 小时内回复,按数据量与复杂度报价
03
交付
人工跑数据,清洗加工后微信交付
04
售后
数据有疑问随时找我,支持复购
§ 07
使用注意事项
- •建议用无痕窗口打开 LinkedIn 搜索页配置好过滤器后,把地址栏完整 URL 复制给我们,可精准命中目标职位(关键词、地点、公司、经验级别、远程类型等都可在 URL 中编码)。
- •单条搜索 URL 受 LinkedIn 1000 条上限限制;需要更多请开 splitByLocation(按 splitCountry 指定国家的城市分别搜索并自动去重)。
- •启用 scrapeCompany 会显著拖慢速度(每条职位需额外请求公司详情),但能拿到公司官网、Slogan、简介、员工规模、结构化地址;如只需快速扫描职位列表,可先关闭,后续单独补抓。
- •jobPoster 招聘联系人字段为条件返回,仅 LinkedIn 公开展示发布者的职位才有;sample 中约 1/5 职位暴露招聘者(小公司、志愿者职位更常见),多数大公司职位不暴露。
- •salary 字段覆盖率低(LinkedIn 仅部分职位公开展示,sample 中约 1/5 有值),如需稳定薪资数据建议结合其他数据源。
- •README 提及的 workRemoteAllowed / workplaceTypes / expireAt / salaryInsights / insights 等字段在当前 sample 抓取输出中未稳定返回;如需这些字段请在询价时单独确认,我们会评估是否需调整抓取配置。
§ 08
常见问题
能抓哪些国家的 LinkedIn 职位?
全球 LinkedIn Jobs 搜索结果均可抓取。splitCountry 枚举覆盖 150+ 国家(US/CA/GB/DE/FR/CN/JP/IN/AU/BR 等),支持按国家拆分城市搜索以突破单搜索 1000 条上限。只要 LinkedIn 在目标国家公开可见的职位,我们都能按关键词、地点、公司、职位类型、发布时间等过滤条件组合抓取。
能按特定公司筛职位吗?
可以。LinkedIn 搜索 URL 的 f_C 过滤器支持按公司限制结果(如只看 Google/Meta 的职位)。你在询价时告诉我们目标公司名单,我们在配置搜索 URL 时帮你加上对应过滤器即可,无需额外费用。
薪资字段完整吗?
不完整。LinkedIn 仅部分职位公开展示薪资,sample 中约 1/5 职位有 salary 区间(如 $175,000-$290,000/yr),多数为空字符串。README 提及 salaryInsights 字段但当前默认抓取不返回。如需稳定薪资数据,建议结合其他数据源或在询价时单独说明。
远程/混合办公标记能抓吗?
README 列出 workRemoteAllowed、workplaceTypes 字段,但当前 sample 抓取输出中未稳定返回。如需远程标记,请在询价时说明,我们会评估是否需调整抓取配置或通过 LinkedIn 搜索过滤器间接识别。
applyUrl 申请链接有效吗?
仅非 Easy Apply 职位会返回站外 applyUrl,sample 中多数职位 applyUrl 为空(需在 LinkedIn 站内申请)。link 字段(LinkedIn 原文链接)始终有效,可直接跳转到职位详情页。如需大规模自动申请,建议用 link 跳转后人工/半自动跟进。
数据能导出成 Excel 吗?
可以。默认交付 CSV/Excel,也可提供 JSON。descriptionHtml 与 descriptionText 双版本同时交付,方便人工阅读或直接喂 LLM 做岗位分析;JD 长文本可按需截断或单独导出。
抓 LinkedIn 职位合规吗?
我们仅抓取 LinkedIn 公开职位搜索结果(无需登录即可访问的部分),不触碰需登录的私密数据。但 LinkedIn ToS 对自动化抓取有限制,请确保你的使用场景符合当地法规与 LinkedIn 服务条款,并对数据用途合规负责。涉及招聘联系人等个人数据时,默认不开启,需你单独确认合规用途。
交付时效大概多久?
小批量(几百到几千条)通常当天交付;万级以上或需按国家拆分多城市搜索 1-3 个工作日。启用 scrapeCompany 公司深度资料会显著拖慢速度(每条职位需额外请求公司详情),如需快速交付可先关掉公司抓取,后续单独补抓。
单次搜索 1000 条上限怎么破?
LinkedIn 单条搜索 URL 限制最多 1000 条职位。开启 splitByLocation 后,actor 会按 splitCountry 指定国家的城市分别发起搜索并自动去重,可突破 1000 条上限。适合需要全行业、全国家范围扫描的场景。
§ 09
完整技术参数
展开输入参数
| FIELD | TYPE | DESCRIPTION |
|---|---|---|
| urls | array | LinkedIn 职位搜索 URL 列表。建议用无痕窗口打开 LinkedIn 搜索页,配置好过滤器后从地址栏复制完整 URL 传入。可传多条 URL。 |
| scrapeCompany | boolean | 是否抓取公司详情(官网、Slogan、简介、员工规模、结构化地址)。开启后每条职位需额外请求,速度会变慢,但能拿到更丰富的公司画像。 |
| count | integer | 限制抓取职位数量,最小值 10。建议先小批量测试验证数据可用性再放大。 |
| splitByLocation | boolean | 是否按城市拆分搜索。开启后按 splitCountry 指定国家的城市分别搜索并去重,可突破 LinkedIn 单 URL 1000 条上限。会覆盖原 URL 中的地点过滤。 |
| splitCountry | string | 城市拆分所用国家,仅 splitByLocation=true 时生效。支持 150+ 国家代码(US/CA/GB/DE/FR/CN/JP/IN/AU/BR 等)。 |
