Smarter Data Access: Scalable, Secure, and Shared Directly with Your Platforms
We have more to offer besides UIs and APIs. Access Lightcast data directly from your Amazon S3, Databricks, Google BigQuery, Microsoft Azure, Snowflake, and other platforms.
Data Delivered, Your Way.
Lightcast offers the most comprehensive data on labor market trends, job postings, workforce profiles, compensation, career pathways, skills projections, demographic insights, and more. Thanks to our advanced pattern recognition, modelers, classifiers, human-reviewed taxonomies, and unmatched historical data 3X deeper than any on the market, our data has a longstanding track record of being the industry standard, trusted for comprehensiveness and quality.
You can access Lightcast data in various modalities. Data share delivery is effortless, secure, and flexible. Lightcast data is shared directly with your existing file storage or data warehouse platforms -- no heavy technical lifting required. This makes it easy to slice, dice, and analyze large datasets instantly.
Amazon S3
CLOUD STORAGE
Amazon S3 (Simple Storage Service) is a highly scalable and secure object storage service, offering virtually unlimited storage capacity for any data type. It’s known for its durability, availability, and robust integration with a wide range of AWS services, making it ideal for backups, big data analytics, and application hosting.
Databricks
DATA WAREHOUSE
Databricks is a unified analytics platform that combines data engineering, machine learning, and business analytics optimized for processing massive datasets in the cloud. Built on Apache Spark, Databricks is ideal for organizations that need fast, collaborative data pipelines, making it an excellent choice for advanced analytics and AI workloads.
Google BigQuery
DATA WAREHOUSE
Google BigQuery is a fully managed, serverless data warehouse designed for large-scale data analysis, offering real-time insights with built-in machine-learning capabilities. Its high-speed querying engine allows users to process terabytes of data in seconds, making it ideal for businesses requiring rapid and robust data analysis across massive datasets.
Google Cloud Storage
FILE STORAGE
Google Cloud Storage provides unified object storage with high availability and global access, allowing businesses to store and retrieve data anytime. It’s optimized for performance and simplicity, offering seamless integration with Google’s ecosystem, including AI and machine-learning services.
Azure Blob Storage
FILE STORAGE
Azure Blob Storage is Microsoft's scalable object storage solution designed for unstructured data, with seamless integration into the Azure cloud environment. It offers various tiers for cost efficiency, making it ideal for immediate data access and long-term archival.
Snowflake
DATA WAREHOUSE & MARKETPLACE
Snowflake is a cloud-based data warehouse platform known for its scalability, flexibility, and ease of handling structured and semi-structured data. It provides separate storage and compute layers, enabling businesses to run complex queries quickly while scaling resources independently for optimized performance and cost management.
