Information technology / Enterprise software
Oracle: Talent market research for recruiters and preparation for hiring manager intake meetings
- Company
- Oracle
- Country
- United States
- Adoption stage
- In operation
- Source published
- Date basis
- The date the source was published. It can differ from the date adoption started.
- How the source was checked
- Read the full source text
The work problem
According to an Oracle customer story published by OpenAI on October 8, 2026, Oracle recruiters had to research comparable roles, compensation and the talent pool by location before meeting a hiring manager, and compiling that information took 2 to 4 days. Each recruiter ran the intake process differently, so the quality of information a hiring manager received depended on which recruiter they worked with.
Technology and data
Oracle's talent acquisition team built a talent market intelligence tool with ChatGPT Work. The tool takes a job description, researches comparable roles, benchmarks compensation and assesses the talent pool across relevant locations, organizing the results into material the recruiter uses when meeting the hiring manager. The recruiter then holds the intake conversation with the hiring manager based on that material. According to the story, more than 100,000 Oracle employees, from talent acquisition to Oracle Applications Lab to the IT organization, use ChatGPT Work and Codex.
Results
Jan Ackerman, Senior Vice President and Global Head of Talent Acquisition at Oracle, said preparation now takes about 15 to 20 minutes with the tool. The story explains that the tool replaces information gathering that took 2 to 4 days and that the intake process became consistent, with every hiring manager receiving the same quality of data and insights regardless of the recruiter.
Limits and open questions
The story does not disclose how many recruiters use the tool or its effect on time to hire or hiring results.
Sources
- How Oracle turns days of work into minutes with ChatGPT and Codexopenai.com, Accessed
Compiled from public sources. These are not results from ATF Works customers.