EXPOSED
This is a residual bucket — program directors, accreditation and compliance administrators, deans of specialized units, corporate and correctional education managers — so the modal worker splits time between paperwork (accreditation self-studies, enrollment reports, budget narratives, course schedules, grant compliance filings) and human work (supervising instructors, resolving student and parent disputes, negotiating with agencies and funders). The paperwork half is squarely in reach of current AI, which drafts policy language, reconciles data, and assembles compliance packets faster than a small admin office can. What holds is the person who owns the decision when a faculty member is failing, an accreditor raises a finding, or a program has to be cut — and who signs their name to it.
Mixed — a routine tier and a judgment tier. Roughly half the week — enrollment dashboards, catalog and schedule updates, Title IV or Perkins compliance filings, accreditation self-study narratives assembled from data you already report elsewhere — is drafting and reconciliation that a model does in a first pass, while the other half (sitting with an instructor whose evaluations collapsed, walking an accreditor through a finding, telling a funder why cohort completion dropped) does not survive being handed to software, which is what puts this at 10 rather than the 5 a pure reporting role would get.
Some physical or field component. You are on campus — classroom observations, facility walk-throughs before a site visit, showing up in a correctional education wing or a hospital training unit where badge access and physical presence are the job — but none of it is skilled manual work, so the physical component is attendance and inspection rather than anything a machine would need hands to replicate.
Certification preferred, not legally required. Most positions in this bucket require a master's and administrative experience but no state-issued license that attaches personal liability the way a principal's or superintendent's certificate does; the institution's accreditation and its Clery/FERPA/Title IX exposure sit with the president or the general counsel, and a designated compliance officer's signature is institutional, not personal, which is why this lands at 6 rather than in licensed territory.
Some relationship component. Accreditors, agency program officers, employer partners in a corporate training contract, and the faculty you supervise deal with you by name over multi-year cycles, and a reviewer who trusts your self-study reads it differently — but the relationship is instrumental to getting programs approved and funded, not the deliverable itself, so it sits at 12 rather than at the 16-plus of a role where clients follow the individual out the door.
Exists to be accountable for ambiguous calls. When an accreditor issues a finding, when a program's enrollment no longer supports its faculty line, when a student grievance against an instructor is credible but not provable, you make the call under incomplete facts and it becomes the institution's position — there is no procedure manual for cutting a program or non-renewing an instructor, and the consequences land on people's employment and students' credentials.
Has AI actually changed your work?