COOKED
The core of this job — maintaining personnel files, processing new-hire paperwork, screening applications against posted requirements, scheduling interviews, answering routine benefits and policy questions, and compiling turnover or headcount reports — is exactly the text-and-form work that applicant tracking systems, HRIS self-service portals, and LLM assistants already handle at usable quality. What holds is the physical, in-person slice: badging and I-9 document inspection, running orientation sessions, being the human an anxious new hire or upset employee actually walks up to. There is no license, no signature requirement, and little discretion over consequential calls, so nothing regulatory slows the substitution.
Core tasks are already automatable. I-9 verification, offer-letter generation, requisition posting, resume keyword screening, benefits-enrollment reminders and EEO-1 headcount extracts are all already shipped features in Workday, Greenhouse and BambooHR — the score sits at 4 rather than 0 only because someone still has to physically eyeball original passports and driver's licenses and chase managers who ignore the system.
Some physical or field component. The physical work is real but thin and indoors: pulling paper personnel files from a locked cabinet, handing out badges and I-9 copies, setting up a laptop and a room for orientation, walking a new hire to their desk — nothing that requires leaving a climate-controlled office, which is why this lands at 5 and not 12.
No licence, no signature requirement. No state licenses HR assistants; PHR/SHRM-CP is a resume ornament, not a practice requirement, and when an I-9 is filled out wrong or a termination file is incomplete the ICE fine and the EEOC charge land on the employer entity and the HR director, never on the assistant who typed it.
Some relationship component. Employees do build a habit of walking to a specific person's desk to ask about their FSA or a leave form, and that familiarity is worth something during open enrollment — but the relationship is with the HR function, survives turnover in the seat, and nobody chooses an employer because of who staffs the HR front desk, so 6 is the floor of the relational band, not the middle.
Executes defined procedures on defined inputs. Decisions here are bounded by the posted job requirements, the benefits plan document and the handbook — you flag a resume, you don't reject a candidate; you route a harassment complaint, you don't investigate it — with the 4 reflecting the genuine judgment call of recognizing which employee conversation needs to go to the HR manager immediately.
Labor Relations Specialists EXPOSED
Accountants and Auditors EXPOSED
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