LinkedIn Job Postings Data – U.S Skills & Employer Trends • Enriched LinkedIn Job Postings Data Matchable with LinkedIn Company Data & Google Maps

LinkedIn Job Postings Data - Comprehensive Professional Intelligence for HR Strategy & Market Research LinkedIn Job Postings Data represents the most comprehensive professional intelligence dataset available, delivering structured insights across millions of LinkedIn job postings, LinkedIn job listings, and LinkedIn career opportunities. Canaria's enriched LinkedIn Job Postings Data transforms raw LinkedIn job market information into actionable business intelligence—normalized, deduplicated, and enhanced with AI-powered enrichment for deep workforce analytics, talent acquisition, and market research. This premium LinkedIn job postings dataset is engineered to help HR professionals, recruiters, analysts, and business strategists answer mission-critical questions: • What LinkedIn job opportunities are available in target companies? • Which skills are trending in LinkedIn job postings across specific industries? • How are companies advertising their LinkedIn career opportunities? • What are the salary expectations across different LinkedIn job listings and regions? With real-time updates and comprehensive LinkedIn job posting enrichment, our data provides unparalleled visibility into LinkedIn job market trends, hiring patterns, and workforce dynamics. Use Cases: What This LinkedIn Job Postings Data Solves Our dataset transforms LinkedIn job advertisements, market information, and career listings into structured, analyzable insights—powering everything from talent acquisition to competitive intelligence and job market research. Talent Acquisition & LinkedIn Recruiting Intelligence • LinkedIn job market mapping • LinkedIn career opportunity intelligence • LinkedIn job posting competitive analysis • LinkedIn job skills gap identification HR Strategy & Workforce Analytics • Organizational network analysis • Employee mobility tracking • Compensation benchmarking • Diversity & inclusion analytics • Workforce planning intelligence • Skills evolution monitoring Market Research & Competitive Intelligence • Company growth analysis • Industry trend identification • Competitive talent mapping • Market entry intelligence • Partnership & business development • Investment due diligence LinkedIn Job Market Research & Economic Analysis • Regional LinkedIn job analysis • LinkedIn job skills demand forecasting • LinkedIn job economic impact assessment • LinkedIn job education-industry alignment • LinkedIn remote job trend analysis • LinkedIn career development ROI What Makes This LinkedIn Job Postings Data Unique AI-Enhanced LinkedIn Job Intelligence • LinkedIn job posting enrichment with advanced NLP • LinkedIn job seniority classification • LinkedIn job industry expertise mapping • LinkedIn job career progression modeling Comprehensive LinkedIn Job Market Intelligence • Real-time LinkedIn job postings with salary, requirements, and company insights • LinkedIn recruiting activity tracking • LinkedIn job application analytics • LinkedIn job skills demand analysis • LinkedIn compensation intelligence Company & Organizational Intelligence • Company growth indicators • Cultural & values intelligence • Competitive positioning LinkedIn Job Data Quality & Normalization • Advanced LinkedIn job deduplication • LinkedIn job skills taxonomy standardization • LinkedIn job geographic normalization • LinkedIn job company matching • LinkedIn job education standardization Who Uses Canaria's LinkedIn Data HR & Talent Acquisition Teams • Optimize recruiting pipelines • Benchmark compensation • Identify talent pools • Develop data-driven hiring strategies Market Research & Intelligence Analysts • Track industry trends • Build competitive intelligence models • Analyze workforce dynamics HR Technology & Analytics Platforms • Power recruiting tools and analytics solutions • Fuel compensation engines and dashboards Academic & Economic Researchers • Study labor market dynamics • Analyze career mobility trends • Research professional development Government & Policy Organizations • Evaluate workforce development programs • Monitor skills gaps • Inform economic initiatives Summary Canaria's LinkedIn Job Postings Data delivers the most comprehensive LinkedIn job market intelligence available. It combines job posting insights, recruiting intelligence, and organizational data in one unified dataset. With AI-enhanced enrichment, real-time updates, and enterprise-grade data quality, it supports advanced HR analytics, talent acquisition, job market research, and competitive intelligence. About Canaria Inc. Canaria Inc. is a leader in alternative data, specializing in job market intelligence, LinkedIn company data, Glassdoor salary analytics, and Google Maps location insights. We deliver clean, structured, and enriched datasets at scale using proprietary data scraping pipelines and advanced AI/LLM-based modeling, all backed by human validation. Our platform also includes Google Maps data, providing verified business location intelligence — such as addresses, coordinates, hours, categories, and ratings — which is fully matchable with our company datasets for powerful geospatial analysis and location-based enrichment. Our AI-powered pipeline is developed by a seasoned team of machine learning experts from Google, Meta, and Amazon, and by alumni of Stanford, Caltech, and Columbia — combining cutting-edge research with enterprise-grade engineering. This foundation enables us to deliver precise, reliable insights that power corporate intelligence, market research, and lead generation at scale. With insights drawn from over 700M job postings, 3M+ company profiles, millions of Google Maps business records, and a growing archive of Glassdoor salary data, we help organizations solve critical challenges in company analysis, valuation, portfolio management, and business intelligence. Why Clients Choose Canaria • Enterprise-Grade Scraping Infrastructure Our scraping engine performs rigorous real-time checks to ensure deduplicated, accurate, and up-to-date company and job posting data. We double-verify results across platforms like LinkedIn, Indeed, and Google Maps. • Annotation-Validated AI Results All AI model outputs are quality-checked by our internal annotation team, ensuring actionable precision across every data attribute. Core AI Models Powering Our Data • Deduplication Model – Removes exact and near-duplicate job postings across different URLs with a ~60% deduplication rate using semantic matching • Title Taxonomy Model – Maps 20M+ raw job titles into 50,000 standardized titles, enabling structured analysis across platforms and sectors • Salary Estimation Model – Predicts salary ranges using company history, industry, location, seniority, and public data (including Glassdoor) • Skill Taxonomy Model – Extracts hard skills, soft skills, certifications, and qualifications, while filtering irrelevant keywords using contextual AI • Job Category Models – Classify roles by seniority level and modality (remote, onsite, hybrid) using LLM-based content analysis Expertise Across Key Domains We specialize in: • Job & skill taxonomy standardization • Salary benchmarking & estimation • Company profiling & firmographic intelligence • Hiring signal tracking & job posting intent data • Location intelligence using Google Maps data • Data enrichment for CRM, ATS, BI, and investment platforms Built for Real-Time Decision-Making Canaria Inc. continues to evolve through dedicated R&D, delivering the most reliable, high-resolution company and workforce datasets — empowering clients across finance, recruiting, HR tech, consulting, and enterprise analytics to make confident, data-driven decisions.