[SAMPLE] WageScape Enriched US Job Postings Data | Basic Salary Data | 4.4M New Jobs Monthly | ...

Data Overview
WageScape's US job listings dataset offers real-time, forward-looking insights into the American labor market. Covering millions of job postings data from various industries and locations, it supports workforce analytics, economic forecasting, and strategic planning, enabling businesses to make data-driven decisions with salary data, skill taxonomy data, and comprehensive company data.

Data Enrichment
The dataset includes enriched recruiting data with industry codes, title normalization, company normalization, geographic parsing, firmographic info, and compensation data, enhancing usability and accuracy with precise skill taxonomy data.

Main Attributes
• Job Titles: Across various sectors and industries, supported by detailed job postings data.
• Job Descriptions: Detailed roles and requirements based on recruiting data.
• Salary Data: Expected pay information, sourced from comprehensive salary data.
• Locations: From state-level to city-specific details, offering insights into company data.
• Company Information: Name, size, revenue, and industry sectors, providing context to company data.
• Posting Dates: Timeline of market activity reflecting trends in job postings data.
• Job Requirements: Skills, education, and experience needed, informed by skill taxonomy data.

Coverage
• Industries: Technology, healthcare, finance, manufacturing, retail, and more, analyzed through company data.
• Geographical Reach: National coverage, including metropolitan areas, regional hubs, and smaller towns, enriched with job postings data.

Scale and Quality
• Data Volume: Over 4 million job postings monthly, providing extensive recruiting data.
• Hiring Organizations: Data from 6+ million organizations, supported by reliable company data.
• High Precision: Rigorous validation for accuracy, ensuring dependable salary data.

Use Cases
• Workforce Analytics: Analyze trends and dynamics using job postings data and recruiting data for HR decisions.
• Economic Forecasting: Predict economic and labor market shifts based on company data and job postings data.
• Talent Acquisition: Improve recruitment strategies with detailed recruiting data and insights from skill taxonomy data.
• Market Research: Understand industry trends using enriched company data.
• Strategic Planning: Inform long-term business strategies with comprehensive job postings data and salary data.

Data Accessibility
• Delivery Channels: Available through Data-as-a-Service (DaaS), with access to recruiting data and job postings data.
• Customizable Reports: Tailored to specific business needs, incorporating skill taxonomy data.
• Integration: Seamless integration into existing systems, supporting detailed company data analysis.

Key Benefits
• Real-Time Insights: Up-to-date job information for timely decisions based on job postings data.
• Forward-Looking Data: Predict future labor market trends with enriched company data and salary data.
• Comprehensive Coverage: Extensive industry and geographic data, including detailed recruiting data.
• High Quality and Scale: Millions of postings monthly for robust analysis, supported by skill taxonomy data.
• Actionable Insights: Enhance job modeling and workforce strategies with high-quality company data.

Key Points
WageScape's dataset is essential for businesses to understand the labor market deeply. With extensive coverage and high-quality company data, it empowers organizations to optimize workforce strategies and maintain a competitive edge, leveraging the latest job postings data, salary data, and skill taxonomy data.

数据集概览
WageScape的美国职位招聘数据集可为美国劳动力市场提供实时且具有前瞻性的洞察。该数据集覆盖多行业、多地域的数百万条职位发布信息，依托薪资数据、技能分类法（skill taxonomy）数据及全面的企业数据，可助力劳动力分析、经济预测与战略规划，帮助企业做出数据驱动的决策。

数据增强
本数据集包含经优化增强的招聘数据，涵盖行业编码、职位名称标准化、企业名称标准化、地域解析、企业特征信息及薪酬数据，并依托精准的技能分类法数据提升了可用性与准确性。

核心属性
• 职位名称：覆盖全领域全行业，依托详尽的职位发布信息支撑。
• 职位描述：基于招聘数据形成的详细岗位权责与任职要求。
• 薪资数据：源自全面薪资数据库的预期薪酬信息。
• 工作地点：覆盖从州级到城市级的详细地域信息，可辅助企业相关洞察分析。
• 企业信息：包含企业名称、规模、营收及所属行业，为企业数据提供完整背景。
• 发布日期：反映劳动力市场活动时序的时间线，可展现职位发布的趋势变化。
• 任职要求：基于技能分类法数据梳理的所需技能、学历及工作经验。

覆盖范围
• 行业覆盖：涵盖科技、医疗、金融、制造、零售等多领域，依托企业数据开展分析。
• 地域覆盖：覆盖全美范围，包括大都市圈、区域枢纽及小型城镇，并通过职位发布信息进行数据增强。

规模与质量
• 数据体量：月均覆盖超400万条职位发布信息，可提供丰富的招聘数据资源。
• 招聘主体：依托可靠的企业数据，覆盖超600万家招聘机构与企业。
• 高精度：经过严格的准确性验证，保障薪资数据的可靠性。

应用场景
• 劳动力分析：借助职位发布信息与招聘数据分析劳动力市场趋势与动态，辅助人力资源决策。
• 经济预测：依托企业数据与职位发布信息预判经济与劳动力市场的变动趋势。
• 人才招聘：依托详尽的招聘数据及技能分类法数据洞察，优化招聘策略。
• 市场调研：借助优化增强后的企业数据，深入了解行业发展趋势。
• 战略规划：依托全面的职位发布信息与薪资数据，为长期商业战略提供决策支撑。

数据可及性
• 交付渠道：可通过数据即服务（Data-as-a-Service, DaaS）获取，支持招聘数据与职位发布信息的访问。
• 定制化报告：可根据企业特定需求定制，集成技能分类法数据。
• 系统集成：可无缝接入现有系统，支撑企业数据的深度分析。

核心优势
• 实时洞察：依托最新职位信息，可基于职位发布数据做出及时决策。
• 前瞻性数据：借助优化增强后的企业数据与薪资数据，预判未来劳动力市场趋势。
• 全面覆盖：覆盖多行业与多地域数据，包含详尽的招聘数据。
• 高质量与大规模：月均数百万条职位发布信息，辅以技能分类法数据，可支撑稳健的分析工作。
• 可落地洞察：依托高质量企业数据，优化职位建模与劳动力战略。

核心要点
WageScape数据集是企业深度洞悉劳动力市场的必备工具。依托广泛的数据覆盖与高质量企业数据，结合最新职位发布信息、薪资数据及技能分类法数据，该数据集可助力企业优化劳动力战略，保持竞争优势。

搜集汇总

背景与挑战

背景概述

WageScape的美国职位发布数据集提供实时、前瞻性的劳动力市场洞察，覆盖数百万条跨行业和地区的职位数据，并经过增强处理，包含薪资、技能分类和公司信息等关键属性。该数据集每月更新超过400万条新职位，来自600多万家组织，支持劳动力分析、经济预测和战略规划等多种应用场景。