33:57

In this interview, Shelly (host) welcomes Jim Miller, former Google senior talent leader and new VP of Recruiting at FullStory. Jim shares his 15‑year Google experience, his move to Atlanta, and his mandate to support FullStory’s hyper‑growth. The conversation centers on recruiting structure: Jim argues against dedicated sourcing teams, preferring full‑cycle recruiters who are also strong sourcers to reduce hand‑offs and tension. He describes an “invisible pipeline” model where talent is attracted agnostically across channels and handed to recruiters, and discusses naming challenges for such roles. The pair debate the future impact of machine learning, especially on job‑description authoring, candidate matching, and resume screening, noting bias risks and legal scrutiny. They explore data‑driven job‑description refinement, the importance of aligning hiring managers with historical hiring data, and practical tactics like analyzing prior hires, referral patterns, and LinkedIn resume helpers. Toward the end, Jim highlights the hot talent market, urging companies to clarify their competitive differentiators—compensation, experience, speed—and advises junior recruiters to surface and articulate their firm’s unique value. The interview wraps with practical takeaways on candidate experience, executive profile integrity, and the evolving role of recruiters in a fast‑moving market.

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