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How to Rank Candidates by CV Without a Spreadsheet Nightmare

Every hiring manager has built the spreadsheet. Columns for name, role, years of experience, skills, a notes column that becomes unreadable after candidate 12, and a rating column where everything ends up as a 7.

Spreadsheets feel organised. They aren’t.

Why candidate tracking spreadsheets collapse

The problem with spreadsheets isn’t the tool. It’s that they require you to maintain consistent scoring discipline across hours of review, often across multiple reviewers, with no enforcement mechanism.

By the time you’re comparing candidate 8 against candidate 24, you’ve forgotten exactly what made candidate 8 a 7 rather than an 8. The numbers become meaningless. You end up making the final call based on whoever you remember most vividly, which is usually whoever you reviewed most recently.

A ranking system that actually holds up

A ranking system that works has three components. Fixed criteria defined before you start screening. Weighted scores so important criteria count more than nice-to-haves. And a composite score that updates automatically as you score each criterion.

The criteria don’t change between candidates. The weights don’t shift based on how you’re feeling. The composite score is the composite score.

This sounds simple. It’s genuinely hard to maintain manually across 50 candidates and multiple reviewers.

Automate the ranking, keep the judgment

The shortcut is to automate the scoring and ranking, and apply human judgment only at the top of the ranked list.

Sieve scores every candidate against your criteria and produces a ranked list before you’ve opened a single CV yourself. You walk in to a shortlist, not a pile. Try it free at sievecv.com.

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