Job family

Assessing hr and people operations

Roles that run the employment lifecycle — hiring coordination, onboarding, records, benefits, employee queries and casework.

People operations covers everyone who administers the employment relationship below the level of policy-setting: coordinators who run interview logistics and onboarding, HR administrators who own records and contract changes, shared services advisors who answer the ticket queue, benefits and leave administrators, and the junior business partners who take first-line casework. It is unusual within back-office work in that it is growing rather than shrinking — BLS projects six percent growth for HR specialists over 2025-35, faster than average, with around 73,700 openings a year — so employers are hiring into it at pace and often without a mature assessment practice.

The hiring pain is that almost every substantive task in this family sits on a line between two failure modes. Answer an employee's question about a performance concern too warmly and you have created an implied commitment; answer it too procedurally and you have escalated a solvable problem into a grievance. Handle a resignation-with-a-complaint-attached as a leaver process and you have missed a disclosure that the organisation had a duty to act on. None of this is knowledge work in the sense of remembering the law. It is judgment about which of several defensible responses is the right one, plus the discipline to write it in a way that is accurate, kind and will survive being read out later. Hiring managers describe what they are looking for as "discretion" or "EQ", which is precisely the vocabulary that makes it unassessable in an interview.

The top quartile is identifiable by a specific behaviour: they distinguish what they can answer from what they must route, and they route with the facts attached. A strong shared-services hire receiving a message that mixes a payroll query with a hint about a manager's conduct answers the payroll part, does not speculate on the second, and hands it onward with the exact words the employee used rather than a paraphrase. A weak one either reassures the employee that their manager probably did not mean it or forwards the whole thing to the head of HR with "please advise". Both look identical on paper. Both interview well, because HR candidates are, by selection, good at conversation.

Current screening is CV plus a competency interview — "tell me about a time you handled a difficult employee situation" — which measures the candidate's ability to narrate a past situation favourably, not their judgment in a live one. It also has a specific weakness: because the interviewer and candidate are both fluent in HR language, the interview rewards vocabulary. A written-artefact assessment moves the evidence onto the actual deliverable, the message the employee receives, where fluency in HR jargon is a liability rather than an advantage. Employers in this family should also hold their assessment to the standard they enforce on everyone else's: consistent tasks, a published mark scheme, human review of every score, and monitoring of outcomes by group.

Why this work can be assessed

Most of the job is a written answer to an employee question that has a legal edge and a human one, which a written-artefact and judgment scenario set reproduces directly.

Sources

Every figure on this page is traceable. Where a claim could not be sourced it is stated qualitatively instead.

1. US Bureau of Labor Statistics, Occupational Outlook Handbook, Human Resources Specialists, 2025-35 projections and May 2025 wage data, accessed 2026, https://www.bls.gov/ooh/business-and-financial/human-resources-specialists.htm