I have master list of known job titles and associated job counts. 
I am looking for ways to extract the same from the searched term. For
example:

Searched job title: Senior Digital Marketing Specialist
Extracted to: Senior Digital Marketing

Searched job title: Retail In-Store Sales Assistant; Full Time
Extracted to: Retail Sales Assistant

For boosting up the term search I have planned to tokenize the searched job
title and calculate:
1) The occurrence of the tokens taken 2 at a time and matching it with
master list of job titles.
2) The occurrence of token taken 1 at time and finding the job count.

Please suggest ideas for cleaning or extracting the job title. Should I look
for some other parameters as well for better results.



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