Source proof for Personalizing talent acquisition to improve hiring outcomes

Personalizing talent acquisition to improve hiring outcomes | Databricks Skip to main content Login Why Databricks Discover For App Develop…

…ults in personalized solutions for talent acquisition 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…

…tion CUSTOMER STORY Personalizing talent acquisition to improve hiring outcomes 9x Faster data processing for more personalized job-seeking experiences 25% Reduction in time-to-market of new features Technology has dramatically cha…

…tically changed the recruitment and job search process over the last few years. As Taiwan’s leading online recruitment solutions provider, 104 Corporation uses cloud computing and machine learning to help hiring companies and millions of job seekers improve their recruitment results and experiences. However, due to their legacy cloud tooling and the need for a modern data infra…

…tically changed the recruitment and job search process over the last few years. As Taiwan’s leading online recruitment solutions provider, 104 Corporation uses cloud computing and machine learning to help hiring companies and millions of job seekers improve their recruitment results and experiences. However, due to their legacy cloud tooling and the need for a modern data infra…

…the last few years. As Taiwan’s leading online recruitment solutions provider, 104 Corporation uses cloud computing and machine learning to help hiring companies and millions of job seekers improve their recruitment results and experiences. However, due to their legacy cloud tooling and the need for a modern data infra…

…ue to their legacy cloud tooling and the need for a modern data infrastructure, 104 Corporation struggled to scale pipeline costs effectively and spent significant resources on maintenance operations, slowing their ability to be truly data-driven. Since moving data workflows to the Databricks Data + AI Platform, 104 Corporati…

…er impressions. To further drive AI democratization and reduce developing time, 104 Corporation also deployed MLflow, which brought together the various teams across the company — data scientists, engineers and developers — into one unified ecosystem that enabled seamless, efficient knowledge-sharing. Such a collaborative, democratized environment has allowed diverse team members…

…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 consiste…

…ults in personalized solutions for talent acquisition 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…

…tion CUSTOMER STORY Personalizing talent acquisition to improve hiring outcomes 9x Faster data processing for more personalized job-seeking experiences 25% Reduction in time-to-market of new features Technology has dramatically cha…

…estion, processing and management. The new platform also allowed the company to build high-performance ETL pipelines that support training new ML models to better summarize company and job postings, maximizing the volume of user impressions. To further drive AI democratization…

…ities for future AI initiatives for all. MLflow’s interactive notebook tool and the visualization capabilities of Databricks Lakeflow Jobs are also helping drive greater and more seamless collaboration across the different teams, accelerating prototyping and development of more co…

…g quantity of data became significantly more challenging to manage and utilize. 104 Corporation modernized its infrastructure on the Databricks Data + AI Platform to address these limitations — helping to unify all their data into a standard view for downstream analytics…

…g quantity of data became significantly more challenging to manage and utilize. 104 Corporation modernized its infrastructure on the Databricks Data + AI Platform to address these limitations — helping to unify all their data into a standard view for downstream analytics…