Lightcast Data Shares provide a smarter way to access comprehensive data on labor market trends, job postings, workforce profiles, compensation, career pathways, skills projections, demographic insights, and more. Instead of UIs and APIs, access Lightcast data directly from your Amazon S3, Databricks, Google BigQuery, Microsoft Azure, Snowflake, and other platforms. Lightcast data is shared directly with your existing file storage or data warehouse platforms, requiring no heavy technical lifting. This makes it easy to slice, dice, and analyze large datasets instantly. Lightcast data has a longstanding track record of being the industry standard, trusted for comprehensiveness and quality, thanks to advanced pattern recognition, modelers, classifiers, human-reviewed taxonomies, and unmatched historical data.