Customer Service Automation · Enterprise Knowledge Search
Due to their extensive network of job advertisers and customers, 104 Corporation has access to terabytes of highly valuable, private data, including personal information, engagement details, and transaction information. Millions of job seekers and hundreds of thousands of recruiters depend on 104 Corporation’s current and accurate recommendations, using the insights gleaned to make effective recruitment solutions and
Reported impact
Since going live in 2019, 104 Corporation has seen an average 25% reduction in the amount of time needed to process ETL workloads for both BI dashboarding and ML model training. For example, runtime for high-volume analytics has decreased to around a minute, allowing multiple applications to run simultaneously, efficiently and consistently.
104 Corporation built its Databricks implementation around Databricks SQL, Unity Catalog, Databricks Data + AI Platform, Lakeflow Jobs. Due to their extensive network of job advertisers and customers, 104 Corporation has access to terabytes of highly valuable, private data, including personal information, engagement details, and transaction information. Millions of job seekers and hundreds of thousands of recruiters depend on 104 Corporation’s current and accurate recommendations, using the insights gleaned to make effective recruitment solutions and. Databricks SQL serves governed analytics, dashboards, and ad hoc queries for business users and operational teams. Unity Catalog applies centralized governance, lineage, auditing, and access control across shared data assets. Databricks Data + AI Platform provides the shared lakehouse environment for ingestion, engineering, analytics, and AI workflows in this deployment.
Source data is ingested into databricks, curated in Delta Lake tables, processed with Databricks compute and orchestration services, and served through analytics, semantic search, or model endpoints for downstream users and applications. It connects with SAP.
25% Reduction in time-to-market of new features
9x Faster data processing for more personalized job-seeking experiences
Since going live in 2019, 104 Corporation has seen an average 25% reduction in the amount of time needed to process ETL workloads for both BI dashboarding and ML model training.
“With the Databricks Data + AI Platform, we can cement a robust data foundation that enables secure access to democratized business data and better insights about our customers’ needs and habits. The processing power of Databricks Data + AI
Review how this reference was scored and trace each normalized claim back to its documented source.
Scoring methodology
Customer Reference Value measures usefulness as a customer reference. Evidence Confidence measures the quality and traceability of available evidence, not independent verification.
Traceability
Field coverage shows which facts each source supports. Dates are shown only when documented by the source.
Address: 10F, No.119-1, Baozhong Rd., Xindian Dist., New Taipei City, Taiwan, R.O.C.
The workforce structure table lists a total of 968 employees as of March 31, 2025.
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