- Export approved ATS fields
- Apply documented metric definitions
- Prepare recurring tables and dashboards
- Flag missing, conflicting, or stale data
All services
Recruiting operations support
Recruiting Reporting Preparation
Compile recruiter-defined pipeline measures into repeatable weekly reports without inventing interpretations or outcomes.
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Where it helps
Leadership updates become a last-minute manual project when ATS records and spreadsheet definitions do not stay aligned.
Agency leaders who need recurring pipeline visibility without rebuilding definitions and cleaning records before every update.
Service scope
Clear work in. Visible work out.
The role is designed around repeatable execution, reviewable evidence, and a named owner for every exception.
- Weekly recruiting operations report
- Metric-definition notes
- Data exception list
What must be defined before work begins.
A reliable queue starts with approved inputs, not guesswork.
Written definitions for stages, activity, aging, conversion, ownership, and reporting periods.
Named ATS reports, saved views, spreadsheets, and fields that control each measure.
Who receives the report, when it is due, and which exceptions require a note or escalation.
The operating loop
How the work moves.
Collect the source data
Export or retrieve the approved fields for the defined reporting period.
Validate the inputs
Check missing owners, stale stages, duplicates, and values that conflict across sources.
Prepare the report
Apply documented definitions, labels, ordering, and commentary boundaries.
Return report and exceptions
Deliver the review-ready output with unresolved data questions separated clearly.
Quality controls
Speed only matters when the record stays trustworthy.
Definition consistency
The same written metric logic is used each reporting cycle.
Source traceability
Every figure can be traced to an approved report or record set.
Period control
Dates and inclusion rules match the requested reporting window.
No invented analysis
Interpretation and operational decisions remain with agency leaders.
Human decision boundary
The assistant stops where judgment begins.
Agency leaders validate the data, interpret performance, and decide any operational or employment action.
Common ways to start.
Begin with a queue that is recurring, documented, and easy for your team to review.
Weekly operations review
Prepare a stable view of activity, stage movement, ownership, and aging.
Client submission update
Assemble approved candidate-status data into a consistent client-facing format.
Data-quality review
Separate missing, stale, and conflicting records before leaders interpret performance.
Workflow FAQ
Questions to settle before launch.
Can the assistant design our recruiting metrics?
Your leaders define the measures. The assistant can document and apply those definitions consistently.
Can reports include commentary?
Only approved factual notes and exceptions. Performance interpretation stays with your team.
What if ATS and spreadsheet totals disagree?
The mismatch is documented with both sources and routed to the named reviewer.