I am designing the architecture for an HRMS system that may grow from 200 to 5,000+ employees over time.
Should I adopt a microservices architecture from the beginning, or would a modular monolithic architecture be sufficient initially? How should payroll, attendance, and reporting services be structured to allow future scalability?
Any architectural diagrams or best-practice recommendations would be highly appreciated.

Bohdan StupakPosted Mar 2, 2026, 3:47 PM
From what I view, storing 5000+ employees is not a big deal for any modern software system, especially given the fact that it will be operated by a couple HRs.
For that reason, I'd suggest sticking to a modular monolith as microservices are notorious for their overhead connected to inter-process over-the-wire communication, such as the need in distributed tracing and mitigating network latency and microservice failures.
I believe that the modest figures you mentioned are the reason why there are no mock system design interviews aimed specifically at HRMS, as in such a case, the simplest solution will be the best. Yet you may have a look at such interviews in other domains to see how people approach functional and non-functional requirements and ask these questions about your system.
In case you'll encounter a scalability bottleneck in the future, you might consider extracting those parts into microservices, which is fine as long as those microservices are built around business capabilities, not the entities.