A hiring workflow case study for candidate pipelines, assessment steps, recruiter dashboards, manager review, and admin controls.
Candidate flow
Profile, job application, assessment progress, interview stages, notifications, and next steps.
Recruiter flow
Pipeline filters, status movement, candidate comparison, notes, and communication history.
Admin flow
Job setup, assessment configuration, permissions, audit records, and retry-safe operations.
Problem
Hiring products need separate but connected views for candidates, recruiters, managers, and admins. Each role needs speed, but the platform still has to protect status accuracy, assessment data, and communication history.
Role
Full-stack engineer
Stack
React, TypeScript, Node.js, REST APIs, MongoDB, AWS.
Approach
- Separate candidate-facing progress from internal decision workflows.
- Use structured statuses, validation, and clear retry states for assessment and interview steps.
- Design manager dashboards around comparison, filtering, and next actions.
- Keep admin setup, job configuration, and user permissions away from candidate-facing flows.
Outcome
- More understandable hiring flows for every role.
- Better operational visibility for recruiters and managers.
- A platform direction that can support software jobs, assessments, and candidate tracking together.
Implementation notes
Pipeline design
The pipeline needs more than a status dropdown. Each move should be valid for the current stage, visible to the right role, and clear enough that recruiters can explain what happened later.
Assessment flow
Assessment states need careful handling: invited, started, submitted, expired, under review, passed, failed, and retried. Those states affect both candidate messaging and recruiter decisions.
Manager dashboard
Managers usually need comparison, not raw volume. I structure review screens around shortlist quality, skill signals, interview feedback, and the next useful action.
Proof of focus
Hiring workflows need clear ownership of candidate progress, recruiter review, and admin setup. I build those boundaries so teams can move without losing context.