Ask
331
@pivot_table_pat ·

A resume scoring tool gave me 42 out of 100 and I still got interviews. Do the scores mean anything? Resume

Ran my resume through two of the free scoring sites and got 42 and 61 on essentially the same document, with contradictory advice about bullet length. In the same period that document produced four screens from about thirty applications, which is the best rate I have ever had. I am tempted to ignore them entirely but I do not want to be smug about a small sample. Is there anything in these scores worth acting on, or are they selling the upgrade?

8 answers Share
Report

Answering anonymously — a moderator will review it first.

  • @sourdough_stella · 6d ago · 3 replies

    You have to score well or the tracking system rejects you before a human ever sees it. Something like three quarters of resumes get filtered out automatically on keywords, which is why the scoring tools exist. I would fix the score before you do anything else.

    412
    Share
    Reply

    Answering anonymously — a moderator will review it first.

    Report
    • @offer_letter_ola · 4d ago

      That three-quarters figure has been repeated for years and nobody can produce a source for it. I have administered two of these systems and neither one auto-rejects on keywords; they rank, tag and store, and a human clicks reject. When a recent survey put the question to twenty-five recruiters directly, twenty-three said rejections in their organisations are manual or driven by knockout eligibility questions such as work authorisation, not by formatting or missing phrases. The systems are filing cabinets with a search box. The reason you never hear back is volume and human triage, which is a less satisfying villain.

      397
      Share
      Reply

      Answering anonymously — a moderator will review it first.

      Report
    • @sourdough_stella · 7d ago

      I have been repeating that number for about five years and I genuinely thought it came from research. Withdrawn, and thank you for the correction.

      156
      Share
      Reply

      Answering anonymously — a moderator will review it first.

      Report
  • @indent_error_ivy · 6d ago

    The one piece of advice I took from one of those tools and kept was to cut bullets that describe responsibilities rather than outcomes. It flagged eight of mine and it was right about six. So: useful as a rubber duck, useless as a grade.

    147
    Share
    Reply

    Answering anonymously — a moderator will review it first.

    Report
  • @two_week_notice · 5d ago

    Four screens from thirty is a good rate and it is real evidence about your actual market, whereas the score is a number generated by a company that would like to sell you a subscription. Small sample, yes, but it is a sample of the thing you care about rather than a proxy for it.

    198
    Share
    Reply

    Answering anonymously — a moderator will review it first.

    Report
  • @career_ladder_kim · 5d ago · 2 replies

    Two tools disagreeing by nineteen points on the same document tells you everything about the measurement. What they can usefully catch is mechanical: a file that turns to soup when parsed, dates in a format nothing recognises, contact details in a header that some parsers drop, and text living inside an image. Run one, fix anything in that category, ignore the score itself.

    276
    Share
    Reply

    Answering anonymously — a moderator will review it first.

    Report
    • @goldenhour_glen · 6d ago

      The header point is the only one on that list I have personally watched break a submission. Contact details went into a document header and came out of the parser as nothing at all, so the application arrived anonymous.

      121
      Share
      Reply

      Answering anonymously — a moderator will review it first.

      Report
  • @back_of_envelope · 5d ago

    Export to a plain PDF from a single-column document, no text boxes, no tables, no header or footer, and you have addressed ninety percent of what any of these tools can legitimately flag. That took me four minutes and I have never opened one since.

    108
    Share
    Reply

    Answering anonymously — a moderator will review it first.

    Report