Marketing job descriptions are written in channel names and platform names, and that is largely what the screening is built on. The terms most likely to be matched are specific: “HubSpot”, “Google Ads”, “demand generation”, “B2B SaaS” — not the abstractions marketers naturally reach for, like “omnichannel” or “full-funnel”.
There is a second-order problem specific to this field. Marketing CVs are more likely than most to use a designed, multi-column layout, and a layout that reorders under a parser can scatter those exact terms. If you are applying to larger organisations, the safest thing you can do for your keywords is a single-column file.
How applicant tracking systems read a CV covers the mechanics in more detail, and the ATS-friendly templates are the layouts least likely to lose any of this.
Terms in this job family- Channels and disciplines
- demand generationlifecycle marketingpaid socialpaid searchSEOcontent marketingproduct marketingABM
- Platforms
- HubSpotMarketoSalesforceGoogle AdsMeta AdsLinkedIn Campaign ManagerKlaviyo
- Analytics and data
- GA4Google Tag ManagerLooker StudioattributionA/B testingCRO
- Commercial vocabulary
- pipelineCACROASMQLSQLLTVbudget managementgo-to-market
Screening behaviour varies by employer and by agency, and plenty of marketing roles are shortlisted by a human reading quickly. The point is to make sure a term you genuinely own appears in your own words somewhere on the page — not to write for a machine.