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Utility Library for Processing and Extracting Features from Job Descriptions

This library is a small collection of re-usable functions to process job descriptions (mainly from Singapore).

All functions are relatively simple and involve the use of some hard-coded heuristics. The docstrings within the modules will provide more information about how the function was designed and intended to be used.

Categories

Education

The transformers reduce the educational qualification of the job description to one of the following in this list: degree, diploma, ITE, primary/secondary. Legacy versions had distinctions for 'primary' and 'secondary'.

Experience Level

The transformers reduce the experience level required of the job to one of the following: entry, manager, executive, professional, none. Note that this distinction is rather meaningless, except for the distinction between entry and non-entry level jobs.

Common

This main module contains most of the helper functions needed.

Money

This module handles money strings and extraction from descriptions. Generally not invoked directly, and is instead used through the main common module instead.

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Utility library for processing and extracting features from job descriptions in Singapore

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