Compare LinkedIn Talent Insights vs. Restless Bandit in 2025

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Description

Make knowledgeable talent decisions backed by immediate insights. Talent Insights is a dynamic platform designed to enhance your ability to make intelligent workforce and hiring choices. Are my workforce investments truly wise? Effectively locate or utilize talent by leveraging workforce snapshots and industry benchmarks. Tackle existing and anticipated skill shortages by utilizing skills trends alongside competitive analysis. Utilize real-time supply and demand data to guide retention strategies and headcount planning. Prepare for future needs by accessing comprehensive talent snapshots and recommendations for talent pools. Enhance your talent sourcing by applying talent pool data to sharpen and direct your search efforts. Boost your employer branding initiatives through a more profound comprehension of pertinent talent sectors. Gain access to real-time information that includes metrics on talent supply and demand, company analytics, and branding effectiveness. With over 12 billion data points encompassing talent, companies, job roles, skills, and educational institutions sourced from the globe's largest professional network, you'll be well-equipped to make strategic decisions. This wealth of information ensures that you stay ahead in the competitive talent landscape.

Description

Restless Bandit compiles and analyzes tens of millions of resumes and job postings each year to create its statistical Talent Rediscovery models, providing a valuable resource for exploring labor market dynamics. The dataset predominantly includes information from white-collar occupations, with this specific analysis utilizing 19,258,407 individual resumes. To categorize these resumes into industry classifications, the Restless Bandit data science team employed a vector space model to compare companies based on the resumes submitted. By scrutinizing millions of these documents, patterns begin to emerge indicating which companies tend to recruit similar talent. For instance, Eli Lilly frequently hires candidates from a cluster of firms including Merck and Novartis. Companies that exhibit a strong similarity in their hiring patterns are subsequently organized into specific industry segments. While ample data has been collected to assess diversity levels for each Global 2000 company, this report will concentrate solely on industry segments to ensure the confidentiality of corporate information. Additionally, this focused approach allows for a more comprehensive understanding of industry-wide trends without compromising individual company identities.