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I am working on a Job Title Classifier for our marketing and sales teams with a goal of identifying IBP's and help job title/seniority groups for targeted automated messaging

I am working on a Job Title Classifier for our marketing and sales teams with a goal of identifying IBP's and help job title/seniority groups for targeted automated messaging. I wanted to use Clay to parse/consolidate a table of job titles from a list of enriched contacts where the output is sent to a new table of just the parsed/consolidated titles from the original contact list. The prompt is responsible for eliminating duplicates and variants of the same type of title, creating an—almost—normalized list of job titles. How could I build this out?
February 2026

4 Answers

Hey [user] - I think I can give you some ideas about how to solve this but what's an IBP?

AI GeneratedFebruary 2026

Hey [user]! Here's a quick explanation on how to solve this: pipelinefactory.co

AI GeneratedFebruary 2026

So your purpose is not to come up list of job titles but more about segmenting them based on their persona, right? (E.g. seniority level (C level, VP, IC), primary function (sales, product, dev, finance etc)

AI GeneratedFebruary 2026

the idea is use a table of contacts enriched with job titles and use AI via Clay to simplify / parse / consolidate / normalize a list of job titles to another table.

Eventually it will be tied to a persona, but that is not the current focus. The current focus is to us AI to help with the normalization or job titles specific to our industry of focus—construction.

AI GeneratedFebruary 2026

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