HR reporting and analytics for Medical Equipment Makers: reading tender peaks and engineer load
An equipment maker's people numbers move with tenders and field calls. A few simple reports show where load, overtime and exits are building.
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Without reports, the owner feels pressure but cannot see it. Overtime in test goes up before every tender, field calls pile on two engineers, and attrition in the bench team is noticed only when a second person resigns. Decisions about hiring or training are made late, and the same crisis returns the next tender season.
Good looks like a one-page monthly view with headcount by team, joiners and leavers, overtime hours by team, field calls per engineer, and open vacancies with days open. The same layout is read each month and next to the tender calendar, so patterns show. Numbers come from records you already keep, not new forms.
How to set it up
1. Choose five numbers that matter
Headcount, joiners and leavers, overtime hours, field calls per engineer, and days a vacancy stays open. Resist adding more until these are reliable.
2. Pull them from existing records
Rosters, call logs and attendance sheets already hold most of this. Name who prepares each number and by when.
3. Lay them out on one page by team
Bench, test, service and stores in rows, months in columns. Mark tender months so the link to load is clear. The HR reporting and analytics work can build this.
4. Read the page monthly with the heads
Spend twenty minutes with the team heads asking what changed and what it means. Note one decision from each meeting.
5. Check the numbers against the floor
Once a quarter, compare the report with what engineers and technicians say on the floor. Fix definitions where they differ.
Check these first
Before changing anything, find out what is true today. These take an afternoon and use your own records.
- Count overtime hours in test and dispatch in the month before your last tender delivery.
- List field calls handled by each engineer over the last quarter.
- Check how long your last three vacancies stayed open.
- Compare leaver numbers by team for the last year.
GullyHR can do this with you. Read how we approach HR reporting and analytics in general, or share your requirements and we will tell you where to start.
Questions owners ask
Not at first. A sheet with clear columns and one person who updates it is enough. Software helps when you have many sites, many people or when numbers must be pulled from attendance and payroll without retyping.
Do not chase a general figure. Compare your own teams across months and years, and look at which roles leave. A single loss from a team of three matters more than the same count in a large team.
Keep the page to five numbers, use data you already collect and drop any number that never leads to a decision. A short report that is read is better than a long one that is not.