RemakeCV

Multi-column, sidebar and design-heavy CVs

RemakeCV reconstructs the intended reading order of multi-column, sidebar and heavily designed PDFs automatically, so a creative CV becomes a clean branded document.

Multi-column and heavily designed PDFs store text as positioned fragments with no reading order, which is why copying and pasting one produces interleaved nonsense. RemakeCV checks the reading order of every PDF it extracts and, where the layout calls for it, re-reads the page the way a person would — recovering the intended order before the CV is rebuilt in your template.

Why multi-column CVs defeat most tools

A PDF does not store a document. It stores instructions for painting glyphs at coordinates. There is no "this is column one, read it first" — that structure exists only in the visual arrangement.

So a naive text extraction of a two-column CV reads across the page, producing lines that alternate between the sidebar and the main body:

text
Alex Morgan            Operations Manager
SKILLS                 Northwind Logistics
Lean Six Sigma         2019  Present
SAP                    Led a team of 12 across three
Stakeholder mgmt       distribution centres, reducing

Parsed as written, that is unusable — skills interleaved with employment history. This is the single most common reason a generic CV parser produces a scrambled result, and it is one of the specific problems RemakeCV was built to solve.

How RemakeCV handles it

Every PDF goes through a reading-order assessment after its text is extracted. Where the extracted order does not read coherently — the signature of columns, sidebars or a designed layout — RemakeCV re-reads the document from the page layout itself, recovering the order a person would read, and the CV is then parsed from that.

This is automatic and applies to every PDF you upload. There is no setting to find and nothing to flag.

Note:

You can also force a full page-layout read yourself with the Image Process option — useful if you already know a CV is heavily designed and want to skip straight to it. See scanned PDFs and OCR.

Which layouts benefit most

LayoutWhat RemakeCV does
Two- and three-column CVsReconstructs column order before parsing
Skills or contact sidebarsAssociates sidebar content with the right section
Timeline and infographic designsReads dates back to the roles they belong to
Tables used for visual layoutRecovers reading order from the page rather than the cell order
Designed headings and graphical section titlesRecognised from the page layout rather than the text layer
Tip:

Design-heavy CVs are most common in marketing, design and creative recruitment. If you work those desks, this is the part of the pipeline doing the most work for you — and it is worth a quick review of the output on the first few, so you can see how your template handles them.

If something still needs adjusting

Some source documents are genuinely ambiguous even to a human reader — a sidebar with no visual boundary, or a date floating between two roles. Where that happens:

  1. Reprocess

    Free, and never costs a credit. On an ambiguous layout a second pass can resolve it differently.

  2. Adjust the affected section in the editor

    Usually it is one section rather than the whole document. Fix that rather than starting over — see reviewing and editing.

  3. Tell us if a layout recurs

    A layout your desk sees repeatedly is something we can tune for at the pipeline level. Email support@remakecv.com with the source file.

Does the client see the original layout?

No, and that is the point. The output uses your agency template regardless of how the source looked. A candidate's two-column creative CV becomes a standard branded document — the layout is handled on the way in, and is never something your client sees.

Frequently asked questions

Can RemakeCV handle a two-column CV?
Yes, and it is handled automatically. RemakeCV assesses the reading order of every PDF it extracts and re-reads the page layout where the columns would otherwise interleave. There is nothing to flag or configure.
Do I need to tell RemakeCV that a CV is multi-column?
No. Detection and handling are part of processing. You can also force a full page-layout read yourself with the Image Process option if you want to.
Why does a two-column PDF need special handling at all?
A PDF stores positioned text fragments, not reading order. Extracted naively, a two-column layout reads across both columns line by line, interleaving unrelated content. RemakeCV reconstructs the order a human would read instead.
Will my client see the candidate's original layout?
No. The output always uses your agency template, so a candidate's two-column creative CV arrives with your client as a clean, consistent branded document.

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