LinkedIn's Economic Graph’s cover photo
LinkedIn's Economic Graph

LinkedIn's Economic Graph

Technology, Information and Internet

San Francisco , CA 271,241 followers

A digital representation of the global economy.

About us

The Economic Graph is a digital representation of the global economy based on over 1.2 billion members; 41,000 skills; 69 million companies; and 140,000 schools. In short: it’s all the data on LinkedIn. Through mapping every member, company, job, and school, we’re able to spot trends like talent migration, hiring rates, and in-demand skills by region. These insights help us connect people to economic opportunity in new ways. And by partnering with governments and organizations around the world, we help them better connect people to opportunities.

Website
https://economicgraph.linkedin.com
Industry
Technology, Information and Internet
Company size
10,001+ employees
Headquarters
San Francisco , CA
Founded
2003

Updates

  • LinkedIn's Economic Graph reposted this

    View profile for Karin Kimbrough

    Chief Economist @ LinkedIn | PhD

    Bringing AI to life inside a company takes more than building models or hiring engineers. It requires the right mix of talent across the board. Hiring for AI engineers is up 25% year-over-year, but that’s just one piece of the puzzle. Companies need to invest in the full AI talent infrastructure: ✅ Technical roles ✅ Operational expertise ✅ Governance and policy At LinkedIn, we’ve developed a framework to help leaders see this full picture, because unlocking AI potential starts with building the workforce to support it. https://lnkd.in/gjNiN6pd 👉 How is your organization preparing for the AI talent challenge?

  • LinkedIn's Economic Graph reposted this

    View profile for Pei Ying CHUA

    LinkedIn APAC Head Economist | Data | Economics | Policy

    I had the pleasure of speaking at the inaugural 2025 ASEAN Inclusive Growth Summit, hosted by Mastercard Center for Inclusive Growth. Join me for a behind-the-scenes glimpse into LinkedIn's Economic Graph new analysis, focusing on the AI gap in SMEs and its implications for the future of inclusive economic growth and opportunity 💡 📌 Read the full APAC Special Report - AI Trends in SMBs (see comments for link). 📌 Follow Pei Ying CHUA for the latest reports and updates on APAC, from LinkedIn's Economic Graph data. Grateful to Shamina Singh, Jon Huntsman, Jeremy Hillman, Subhashini (Shuba) Chandran, Sydney Vermilyea, Chris Moffo, Jessie Xie, and the rest of the team for organising a fantastic and meaningful event.

  • Hear from Wopke Hoekstra (European Commissioner for Climate, Net Zero and Clean Growth) and Sue Duke (MD EMEA & LATAM and VP, Global Public Policy at LinkedIn) in discussion on the state of green jobs and green skills in 2025, and the opportunity ahead. Coinciding with COP30 Brazil's thematic day on jobs and workers and the launch of LinkedIn's 2025 Global Green Skills Report, join us to learn how the transition is creating new opportunities across the economy and driving demand for skilled talent, and learn what businesses, policymakers, and workers can do to build a sustainable future.

    Powering the Green Workforce

    Powering the Green Workforce

    www.linkedin.com

  • LinkedIn's Economic Graph reposted this

    View profile for Karin Kimbrough

    Chief Economist @ LinkedIn | PhD

    LinkedIn’s October hiring data points to a labor market that’s slow and steady. 📉 Hiring: National hiring is down nearly 6% YoY and compared to pre-pandemic levels (Oct 2019), hiring is still running 24% slower. 📍 Quits & Job Seeking Activity: Nationally, quits and applications per applicant are effectively unchanged over the last year. 📉 Competitiveness: Nationally, job postings per applicant is down 8% year-over-year, but changed little in October.  📈 Jobs Added: LinkedIn data suggests a modest increase in payroll employment of +40K in October, on par with Consensus. Similar to the labor market, confidence the economy will improve remains fragile. 📊 Exec and Worker Confidence Gap: Across our LinkedIn confidence indices, both US workers and executives continue to be impacted by ongoing uncertainty, though leaders are slightly more optimistic: 39% expect improvement within the next year, compared to only 23% of US workers. While the above paints a sobering picture, we are seeing signs of resilience: 💡 Hiring is steadying across a broader group of industries: Accommodation and Food Services (hiring +.5 year-over-year), Tech, Information and Media (-.2 year-over-year), Construction (-.4% year-over-year) 📣 Small businesses are leading the hiring charge: Hiring is up 9% year-over-year in companies with 2-200 employees. For additional LinkedIn insights, please see this post from my colleague Kory Kantenga, Ph.D. : https://lnkd.in/g7uamsYV

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  • LinkedIn's Economic Graph reposted this

    View profile for Efrem Bycer

    Workforce and Climate Policy Partnerships @ LinkedIn

    📣 New green skills insights out from LinkedIn today! We’re launching our latest data on the green workforce ahead of #COP30 kicking off on November 10 and the publication of LinkedIn’s Global Green Skills Report on November 13. Our data paints both a promising and urgent picture of where we stand on the climate and energy transition. 🟢 The share of workers with green skills is growing at pace in every country we studied. So did the share of green hires. Demand for green skills is very much still a thing. ❗ The share of green hires is growing twice as fast as the workers with green skills. For the second year in a row, we see demand increasing 2x faster than supply. Beyond putting climate progress at risk, it risks leaving economic opportunity on the table. 💸 Workers with green skills have a competitve advantage in the labor market. The hiring rate for the green talent pool is 46.6% higher than that of the workforce generally. 💡 For the first time since we've been tracking these insights, the majority of green hires are hired with green skills but not green titles. Employers are hiring workers with green skills into more functions and more industries than ever before, and increasingly the skills are necessary in role that are not focused on sustainability or climate action. Green skills help businesses increase efficiency, mitigate risk, control costs, and build resilience. These are the exact things businesses need when navigating uncertainty and a rapidly evolving global economy. 🙋♀️ 4 in 10 workers want their job to contribute to the climate and energy transition. That number rises to 5 in 10 for Millennials and to 6 in 10 for Gen Z. But nearly half of all workers say they don't have access to green skills training. Given the high demand fo green skills, this passion and willingness to learn is a huge asset. Investing in green skills developing isn't just good climate policy. It's good economic and workforce policy. It's how we deliver climate action and inclusive economic opportunity. Going into #COP30, we have serveral concrete actions governments can take to realize this promise: ✅ Make workforce training a core part of climate and energy policy. ✅ Improve coordination across government. ✅ Update education and training for a changing economy. ✅ Track green jobs and skills in labor market data. ✅ Promote skills-based hiring and talent development. #Greenskills #GreenerTogether #GreenJobs #EnergyTransition #ClimateAction #WorkOnClimate

  • As we enter November, hiring remains subdued across major economies as the global hiring slowdown shows signs of easing, but not of recovery. In this edition of State of the Labor Market, LinkedIn’s Head of Economics, Americas, Kory Kantenga, Ph.D. explores why: - Jobseekers are applying more, but finding less 📊 - Advanced degree holders are facing sharper slowdowns than the broader labor market 📉 - Winter seasonal jobs are scarcer this year in the U.S. ❄️ Read the full analysis below. ⬇️

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