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On the wire
Sports EdgePAPPY 23April 15, 20263 min readAd-free

Wake Forest Creates Dual GM-Analytics Role, Promotes Steve Weinman to Run Basketball Operations

The Demon Deacons merge front-office and data functions under one executive as college programs chase pro-style org charts.

Sports Edge deskSports Edge · Huang GoodmanSource: Wake Forest University Athletics ↗
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In plain words

Wake Forest merges basketball GM and analytics roles under Steve Weinman, betting that faster data-driven decisions improve roster efficiency in a resource-constrained ACC program.

2018
most recently as Associate Athletics Director for Analytics and…
16
varsity programs
18 months
but they typically separate the roles
2017
The program's NIL collective is smaller than Duke's or…

Wake Forest has promoted Steve Weinman to General Manager for Basketball and Senior Associate Athletics Director for Analytics, a combined role that collapses two jobs into one title. The move puts one person in charge of roster construction, NIL coordination, transfer portal strategy, and the university's broader analytics infrastructure across all sports.

Weinman has been at Wake Forest since 2018, most recently as Associate Athletics Director for Analytics and Strategic Initiatives. He built the department's analytics operation from scratch, a function that now serves all 16 varsity programs. Before Wake Forest, he spent five years at UCLA handling video coordination and analytics for basketball. The new role keeps him running the analytics shop while adding GM authority over men's basketball operations—recruiting, compliance, NIL, and transfer workflows.

The title signals two things. First, Wake Forest is acknowledging that college basketball now requires a dedicated operator managing the economics and logistics of roster assembly, separate from coaching. Second, they believe the person doing that work should already speak the language of data. Most Atlantic Coast Conference programs have hired GMs in the past 18 months, but they typically separate the roles: one executive for basketball operations, another for analytics infrastructure. Wake Forest is betting that combining them speeds decision cycles and embeds quantitative rigor directly into recruiting and transfer evaluations.

The timing matters. The ACC's revenue distribution model changed this year, with schools now receiving differentiated payouts based on postseason performance and media value. Wake Forest men's basketball has made one NCAA Tournament appearance since 2017. The program's NIL collective is smaller than Duke's or North Carolina's, which means roster efficiency matters more. A GM who can model transfer portal targets by value-per-dollar and immediately pull analytics on shooting efficiency or defensive versatility theoretically shortens the evaluation window. Whether that translates to better players depends on budget, but the structure is sound.

Weinman's dual mandate also reflects Wake Forest's broader investment in analytics as a competitive edge. The department hired its first data scientist in 2021 and now employs a three-person analytics team. That group provides coaches with performance dashboards, opponent scouting reports, and injury risk models. The football program uses their work for fourth-down decision trees and special teams alignment. Putting the basketball GM inside that operation means the analytics team's most visible client is also their internal stakeholder, which should clarify priorities.

The structure creates one obvious risk: if men's basketball underperforms, Weinman owns both the roster decisions and the data that justified them. There is no passing blame to a separate analytics director or a siloed GM. Wake Forest has essentially built a single point of accountability, which either makes the role more attractive to a certain type of executive or ensures the next hire comes quickly if results do not improve.

Watch for Weinman's first major move in the April-May transfer portal window. Wake Forest will lose at least two rotation players to graduation, and the program's NIL budget will dictate whether they target high-usage scorers or role-fillers. The analytics team's portal database should give them an edge in identifying undervalued targets from mid-major programs, but execution depends on closing deals faster than schools with larger collectives. Also watch whether other ACC programs follow the combined GM-analytics model. If Wake Forest's structure produces even marginal efficiency gains, expect Virginia, NC State, or Georgia Tech to quietly hire similar dual-role executives before the 2025-26 season.

The job exists because the business changed. College basketball now requires someone who understands cap sheets, collective payouts, and regression models. Wake Forest just decided that someone should be the same person.

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Sources and method
  • Primary report: Wake Forest University Athletics, April 15, 2026.
  • Written with artificial intelligence from public sources and published without individual human review. Corrections: jenny@pops4.com.
wake forestcollege basketballanalyticsfront officeaccnil

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