Automate the categorisation of text

Hi all

I have a list of job categories:







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. :)


Skills: Machine Learning, Natural Language, Python

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

Project ID: #12697755

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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

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24 freelancers are bidding on average $495 for this job

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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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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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4 years of experience in data [login to view URL] 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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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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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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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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Hi ! I am pretty excited to help you with this task, it sounds like you could get other a great deal of effort and issues while building your first NLP classifier. I now can say that I have a pretty far experien More

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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.

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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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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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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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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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Hello, We have accomplished 90% of the project which is similar of your requirement. All we need 10% customization as per your requirement set and specifications. I want to discuss in personal chat in order to explore More

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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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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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