zmohammad01 / nlc-job-descriptions

A sample app to classify job descriptions built with Watson's Natural Language Classifier.

Watson NLC Job Classifier

Expanding upon a previous sample app, built with Watson Natural Language Classifier by Carmine DiMascio, this new sample application will be focused on classifying job descriptions by function/job title.

Try the web demo:

http://nlc-job-descriptions.mybluemix.net/#

This project contains:

• Training data

• The web app

What you'll need

Prerequisites

• curl to access the API (or you can use the tooling)

• IBM Cloud Account

• An instance of the Watson Natural Language Classifier service on IBM Cloud

How is this repo organized

Layout

• data/Jobs-Data1.csv - Job description training data

• web/ - The node.js based web demo

The data

As a proof of concept, the app uses NYC Open Data's Job Category data set, an open-source data set that contains the various job titles and descriptions of jobs the City of New York has posted on its hiring website.. The data is available from the City of New York and you are free to share, remix, or make commercial use of the content in whatever way you like.

License

Apache 2.0

Copyright 2018 Yalon Gordon

Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at

http://www.apache.org/licenses/LICENSE-2.0

Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License.