Define time to interview
Start the clock when an application is submitted. Stop it when a qualified candidate has a confirmed interview time. Keep interview attendance as the next, separate outcome.
Use the median time rather than only an average so a small number of very old applications does not hide the experience of the typical candidate. Review the result by role, branch, source, day, and time of submission.
Time to interview = interview confirmation timestamp minus application timestamp.
Find where the work waits
A single end-to-end number tells you whether the process is slow. Stage timestamps tell you why.
Application to first response
Record when the application arrived and when the first outbound contact occurred. Check whether nights, weekends, sources, or branches create a queue.
Response to completed screen
Identify which questions or channels require repeated follow-up before the basic role fit is understood.
Screened to qualified
Look for answers recruiters repeatedly need to interpret because the information is unstructured or the criteria are unclear.
Qualified to scheduled
Count the calls and messages needed to find a mutual time after the candidate has already met the first-screen criteria.
Scheduled to attended
Review whether candidates receive a clear confirmation, reminder, format, time zone, and rescheduling path.
Keep the first screen focused
The first screen should collect only the information needed to choose a responsible next step. Save deeper evaluation and relationship-building for the interview.
Location and travel
Can the candidate reliably work in the relevant service area?
Schedule availability
Do the candidate’s available days and time windows overlap the role?
Essential requirements
Does the candidate report meeting the employer-defined prerequisites for this role?
Credential readiness
Which credentials are reported as current, and which require employer verification or completion?
Relevant experience
What role-specific experience must be understood before an interview is useful?
Candidate questions
Is anything unresolved that would prevent the candidate from accepting an interview?
Screening criteria should be job-related, consistently applied, and reviewed for applicable employment requirements. Candidates also need a clear path to accommodations and human assistance.
Create a next step for every outcome
Speed improves when a completed screen does not return to an undifferentiated inbox.
Ready to interview
The candidate meets the configured first-screen criteria and receives current interview availability.
Recruiter review
The candidate may be viable, but an answer or question requires human judgment before scheduling.
Different fit
The current role does not match, but the reason is preserved for appropriate employer follow-up or another approved path.
Make scheduling part of the workflow
A qualified candidate should be able to choose from interview availability the recruiting team has actually made available for that role or branch.
Real availability
Only present times that the correct recruiter or team has opened for the relevant interview type.
Clear confirmation
State the date, time zone, format, expected duration, recruiting team, and what the candidate should expect.
Changes and reminders
Provide an obvious rescheduling or cancellation path and send reminders through the approved channel.
Track speed beside quality
Faster is only useful when it produces appropriate interviews and a better operating process.
Time to first response
Shows whether applicant interest is waiting on recruiter coverage.
Screening completion rate
Shows whether candidates who engage can finish the required first screen.
Qualification rate
Shows how well job targeting and screening criteria align with the applicant pool.
Qualified-to-scheduled rate
Shows whether calendar coordination is losing candidates after role fit is established.
Scheduled-to-attended rate
Shows whether confirmation, timing, and expectations support interview attendance.
Recruiter exception volume
Shows where the workflow still needs judgment, missing information, or better approved answers.
Start with one role and four weeks
Week 1: Observe
Collect timestamps from recent candidates and ask the recruiting team where work waits or repeats.
Week 2: Define
Agree on the minimum screen, outcome paths, recruiter exceptions, approved answers, and interview availability.
Week 3: Test
Run qualified, uncertain, non-matching, after-hours, accessibility, and unusual-question scenarios.
Week 4: Measure
Launch narrowly and compare time, completion, and interview outcomes with the earlier baseline before expanding.