In Progress

Automate the categorisation of text

Hi all

I have a list of job categories:

Accounting

IT

Management

Science

Recruitment

Etc.

I have a large number of different job adverts. For example:

Title: Software Engineering Manager

Description: We require a Software Engineering Manager to join our team. You must have 10 years experience managing teams of software engineers... etc. etc.

I need to put each of these job adverts into the correct category. So using the example above, the job advert would go into the IT and Management categories.

I need to automate this process.

I need either a rule based system or some sort of trained model which can accept the job advert text and properly categorise the adverts.

You don't have to do all the work (e.g. I can train the model). I just need you to figure out the best way to do this, and to develop the basic system.

Please ask any questions.

Obviously I will ignore any bids which are about Wordpress websites and graphic design. :)

Thanks.

Skills: Machine Learning, Natural Language, Python

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About the Employer:
( 15 reviews ) Hong Kong, Macau

Project ID: #12697755

Awarded to:

yvs1

Hello, I am working as programmer and data science engineer more then 10 years. We can try to solve your problem using maching leanging models or hibrid approach (rules & ML models, fuzzy logic etc). I have experience More

$333 USD in 10 days
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25 freelancers are bidding on average $498 for this job

aki003iitr

4 years of experience in data science.Data science and analytics professional with excellent coding skills in R and Python .  - Proficient in R, Python, SQL,Matlab ; Hands on experience with VBA & Tableau - Stati More

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guptaabhinav

Expert Python developer with experience in text classification and natural language processing. Contact me to discuss this project. I'd love to work on this, thanks

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vorasiddh4it

Hello, You can see my last project which are based on Algorithm Development Machine Learning and I can complete your project perfectly. We have 9+ years experience in Java software development. We have successful More

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masterlancer999

HI this project is based on machine learning field I'm a expert of ML and data science I ever had completed IMDB review classification, Twitter review clasification projects so that I can do your project Please wo More

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shanoop234

Hi! I am a researcher currently working on convolutional neural networks and object classification from Lidar datasets. I have done projects based on NLP and neural networks and is trained in machine learning. For yo More

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wondergenie

I am sure you have tried KNN and naive Bayes. We can experiment with other classifiers based on your data. Give a ping back and we can chat! Conversant with python,NLTK, R/Rstudio, see our latest analysis here: More

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codetastic

Hello, I am an experienced Python programmer with expertise in this type of text processing automation. I have used tools (modules) like NLTK, FuzzyWuzzy, and of course good old re to solve these types of problems i More

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AleenaIlyas

Hello, I have read what you exactly need, however I would like to ask you a few questions. I do work smart and do not rest until I get the job done. Please feel free to ping me anytime so we can have a detailed discuss More

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mohamedrdait

Hello sir I can create a R script that will allow you to automate this process by using textmining all what I need is a database for your previous observation (training data) contact me for more details best rega More

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misha98857

A proposal has not yet been provided

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catstevens2009

Hi there! Have prior experience with programming in python and big data. Please feel free to ping me with any additional information or with questions if any! Thanks! -Steve

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rampil

python

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george343

I can right a script to categorize based on key words you give. We can discuss if its possible for the script to learn and improve the categorization

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yonisim

I can do this in python or java quickly. I have experience with machine learning and algorithms too. + Worked on a similar task whilst developing a job search engine.

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AppSquads

Hello, Thank you for sharing opportunities. we are a team of 70 full time freelancers having expertise on PHP and all CMS like WORDPRESS, PRESTASHOP, OPENCART, JOOMLA, SHOPIFY, MAGENTO. We also worked on AngularJS More

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LMather

With 3+ years in Python, I think my skills would fit nicely into your project. I can complete this within a day, guaranteed. I will produce a professional, bug-free, clean script for you.

$250 USD in 1 day
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