Building Occupational Profiles That Actually Help Hiring Decisions

The most common mistake I see people make with occupational profiling is treating it like a compliance checkbox exercise. You fill out a template, submit it to HR, and move on. That approach produces documents nobody reads and zero value for anyone involved. A real occupational profile needs to answer specific questions about what someone actually does on a typical Tuesday, not what the job description says they should do on their best day. I learned this the hard way about three years ago when a team asked me to help profile a data engineering role they were trying to hire for. The existing profile said the candidate needed "experience with big data tools" and "strong SQL skills." We spent two weeks mapping out the actual work — daily standups with product, writing transformation queries, debugging pipeline failures at 11pm, explaining data models to non-technical stakeholders. The final profile looked completely different from the original. We ended up prioritizing systems thinking and communication ability over raw SQL speed, which we confirmed by watching three people actually do the job for a week. That reprofiled position had a 40% better hire retention rate over the next year compared to the old version.

Occupational Profile Questions To Ask

Here is the framework I use now, and it covers the territory most templates miss. Start with the question of frequency and routine. What does this person do on a normal workday? Not the extraordinary projects. Not the annual review prep. Just the recurring work. Write down each task with an approximate time split. If you cannot get past 80% of the week accounted for, your profile is still incomplete. Next, ask about decision points. Where does this person have discretion? What choices do they make without escalating? This is where most profiles get vague because managers struggle to articulate things they do unconsciously. Watch the person work for a day. When they hit a problem, what do they try first? Who do they call? At what threshold do they stop solving it themselves and hand it off? That threshold is a critical part of the occupational profile. Then move to tools and environment. This sounds basic but people skip it or get it wrong. List every piece of software, every platform, every internal system. Note which ones are required from day one and which ones can be learned on the job. I once saw a profile for a marketing operations role list "Google Analytics" as required when the actual job used a completely custom internal dashboard built on top of BigQuery. The skill was data literacy, not GA specifically, and the wrong requirement eliminated several strong candidates.

After that, examine the output and success metrics. What does good look like for this role? How is performance measured? Who decides whether the work was good? This section directly connects to compensation bands and promotion criteria later, so being honest here matters more than being diplomatic. If the real success metric is "keeping the site from breaking" rather than "building new features," say that explicitly. It changes who you hire and how you evaluate them. Finally, map the collaboration network. Which roles does this person interact with daily? Weekly? Monthly? What does each interaction look like? Is it collaborative problem-solving, status reporting, handoff coordination, or something else? This part of the Occupational Profile Questions To Ask gets ignored most often, but it determines whether you will end up with someone who fits the team or someone who creates friction in places you did not anticipate. There are constraints worth noting upfront. Occupational profiles are static snapshots in a dynamic environment. If the company is restructuring, merging, or pivoting, the profile ages poorly within months. I recommend refreshing the core questions every six months minimum, even if the title has not changed. Also, profiles tend to reflect the current incumbent rather than the role itself. If the person in the seat is unusually strong at a niche skill, you will see it inflated in the documentation. Counter this by interviewing two or three people in adjacent roles and asking what they observe this person doing, then cross-reference against your own observations.

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Occupational Profile by BOT Portal Resources for Occupational Therapy
Occupational Profile by BOT Portal Resources for Occupational Therapy

Another limitation: small organizations rarely have enough data volume to build accurate profiles. If you have one person in a role and they do everything differently each week, any profile you write will be more opinion than evidence. In those cases, consider whether you need a full occupational profile or just a clear set of responsibilities and outcomes. A simpler document is better than a detailed one built on insufficient information. If you want a starting template, most organizations adapt the O*NET framework or build from the Position Analysis Questionnaire. Neither is perfect out of the box. O*NET is comprehensive but generic, and PAQ is thorough but takes about four hours to administer per position. A practical middle ground is a hybrid: use O*NET as a reference catalog and supplement it with the five question categories above, filled in from direct observation rather than manager recall. That process usually takes about six to eight hours total for a standard mid-level role, including the observation period. The result is a document that actually helps you write job posts that attract the right people, structure interviews around real work, and set expectations that candidates can meet. That is what makes the effort worth it.