A rotating shift schedule is a fixed pattern of long work tours and days off that repeats on a cycle rather than a calendar week. A fire station has to be staffed 24 hours a day, 365 days a year, so nobody can work a Monday-to-Friday week and go home. Instead, crews work a 24-hour or 48-hour tour, take a defined block of days off, and then come back and do it again. The cycle marches forward independent of the calendar, so over time your on-duty days land on every day of the week, weekends and holidays included.
The word rotating is the key. It is not that any one firefighter rotates through different jobs; it is that several crews rotate through the coverage so the station is never empty. Line up the pattern on a calendar and you will see it slide forward by a predictable amount each cycle. That predictability is what makes a rotation something you can calculate months ahead, which is exactly what the calculators in this guide do.
This changes how you plan a life around the job. A rotation gives you long stretches of time off that an office worker never gets, but it also puts you on shift for birthdays, holidays, and school events on a schedule that no calendar app was built for. Knowing your pattern cold is the difference between planning around the job and being surprised by it.