Improving Keyword Matching Formula for Job Title Relevance

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Hey Clay! I often use keyword matching formula to remove irrelevant job tiles. Sometimes it still picks up job titles that don’t contain any of the keywords I’ve listed. For example, in the screenshot, one slipped through anyway. Curious why and how to prevent this? This happens from time to time and we get irrelevant people in campaigns. Thanks!

5 comments

· Sorted by Oldest

Emīls Vēveris
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Where do you find “data” within “sales”? 😄
Emīls Vēveris
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no
Joe Rhew (wfco.co/team/joe)
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Hey Emils - There’s a match on “ai” in “Daily”. For acronyms it’s better to not use toLowerCase() since it will match against longer words. Try this instead (this will still match something like “DAILY” if it’s all in caps; in which case, ask AI to write you a regex to match AI as a standalone word)
["data", "analytics", "business intelligence", "machine learning", ].some(k=>{{job_title}}?.toLowerCase()?.includes(k)) || ["BI", "AI"].some(k=>{{job_title}}?.includes(k))
👀1
Emīls Vēveris
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Nice catch Joe Rhew (wfco.co/team/joe)! Appreciate it.
1
Emīls Vēveris
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All good Yash Mehta (Clay)! Joe already spotted the issue.

Emīls Vēveris
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Where do you find “data” within “sales”? 😄
Emīls Vēveris
·
·
no
Joe Rhew (wfco.co/team/joe)
·
·
Hey Emils - There’s a match on “ai” in “Daily”. For acronyms it’s better to not use toLowerCase() since it will match against longer words. Try this instead (this will still match something like “DAILY” if it’s all in caps; in which case, ask AI to write you a regex to match AI as a standalone word)
["data", "analytics", "business intelligence", "machine learning", ].some(k=>{{job_title}}?.toLowerCase()?.includes(k)) || ["BI", "AI"].some(k=>{{job_title}}?.includes(k))
👀1
Emīls Vēveris
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·
Nice catch Joe Rhew (wfco.co/team/joe)! Appreciate it.
1
Emīls Vēveris
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All good Yash Mehta (Clay)! Joe already spotted the issue.