Lightcast Talent Analyst - 2026 Pricing, Features, Reviews & Alternatives

Lightcast Analyst is a cloud-based, web-based labor market intelligence platform designed for higher education institutions, colleges, and universities. It consolidates economic and workforce data from sources including IPEDS, the Bureau of Labor Statistics, and all 50 state labor market information offices into a single interface with standardized definitions, supporting meaningful cross-regional and cross-institutional comparisons. Users can analyze regional industries, occupations, real-time job postings, in-demand skills and certifications, program competitiveness, and demographic data to align academic program strategy with employer demand and connect students with career outcomes.

Lightcast Analyst supports a broad range of institutional workflows: program development and review using employer demand and competitive landscape data, enrollment forecasting, accreditation documentation with national completion benchmarks, and identification of at-risk or emerging program opportunities. The platform includes Profile Analytics for drilling down to individual profiles by job title, employer, occupation, skills, location, and alma mater; Company Analytics for median tenure, turnover rate, and gain-and-drain analysis; and an Impact Scenario Report for running economic impact scenarios at any NAICS taxonomy level with GDP and tax effect breakdowns. Multi-tab compatibility allows users to run and compare reports across nations and products simultaneously.

Lightcast Analyst also includes ASK, a conversational AI assistant that accepts natural-language questions about labor market topics such as talent supply, emerging skills, and workforce trends. ASK uses Retrieval Augmented Generation (RAG) to ground responses in curated Lightcast datasets rather than general web data, linking answers directly to the underlying Analyst reports for further exploration. The platform's underlying data is processed using AI and machine learning to clean, classify, and connect labor market data at scale, with outputs reviewed by human experts, reflecting over 25 years of data aggregation expertise.