
How many candidates in the first round: the honest answer
How many candidates in the first round of interviewing? Four to six, assuming your pre-screening worked. If you're shortlisting more, your screen is broken.
The Diary of an AI Recruiter
Field notes, playbooks, and product deep-dives from the team building AI-first recruitment at Ployo.

Most AI recruiting tools automate resume screening. That was never the bottleneck. Here is what the real problem looks like and what to buy for it.

How many candidates in the first round of interviewing? Four to six, assuming your pre-screening worked. If you're shortlisting more, your screen is broken.

Most recruitment SEO advice targets job descriptions. The real problem is post-click conversion. Here is where hiring teams lose candidates they ranked for.

Planning 80 interviews for 8 hires is a symptom of broken screening, not a fixed ratio. Here is a better model for your interview pipeline.

Why requiring prior care experience for NDIS support worker roles narrows your applicant pool, and what to screen for instead to find workers who last.

Why aged care and NDIS providers underestimate the true cost of staff turnover and how a better upfront hiring process cuts the replacement burden.

AHPRA registration confirms legal standing, not care quality. Here is what AU healthcare hiring still needs to assess beyond the registration check alone.

Most aged care and NDIS job ads are compliance checklists. They filter for minimum credentials, not for attributes that predict who stays past 90 days.

Aged care providers facing roster gaps usually blame supply. The candidates are there. A four-week hiring process loses them to whoever makes an offer first.

Most home care providers use the same process as residential aged care. Here is why that approach keeps failing and what a stronger process actually looks like.

Most aged care providers hire only from the experienced-care pool. That pool is exhausted and does not predict retention. Here is the case for career changers.

Behavioural interview questions assume a work history most care candidates don't have. Scenario questions are more predictive for aged care and NDIS roles.

Most aged care providers try to fix retention by hiring better. The first two weeks of onboarding determine retention more than any screening step does.

Aged care providers want to cut agency staffing costs but rarely do. The reason is not supply. It is a permanent hiring process too slow to close roster gaps.

Most NDIS providers make the Worker Screening Check their main hiring filter. It screens criminal history, not values. Here is what to assess instead.

Aged care interview questions often reward rehearsed language over real values. Here is what scenario-based screening reveals instead.

Most aged care workers who leave do so in the first three months. Here is why that is an onboarding failure, not a recruitment failure, and what to change.

Forty-one transcripts for one role. Candidate 23 scored 89 on question five, the highest by 11 points. I scored it and left a note in the file.

Thirty-eight transcripts for a customer success role. Candidate 17 scored 71. The number is accurate. The shape of how she got there is not in the output.