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. :)


Keahlian: Pembelajaran Mesin, Bahasa Alami, Python

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Tentang Pemberi kerja:
( 17 ulasan ) Hong Kong, Macau

ID Proyek: #12697755

Diberikan kepada:


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 Lebih banyak

$333 USD dalam 10 hari
(2 Ulasan)

24 freelancer menawar dengan rata-rata $495 untuk pekerjaan ini

$250 USD dalam 10 hari
(34 Ulasan)

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 Lebih banyak

$555 USD dalam 10 hari
(4 Ulasan)

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

$388 USD dalam 7 hari
(27 Ulasan)

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 Lebih banyak

$500 USD dalam 10 hari
(20 Ulasan)

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 Lebih banyak

$555 USD dalam 10 hari
(13 Ulasan)

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 Lebih banyak

$333 USD dalam 4 hari
(8 Ulasan)

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: Lebih banyak

$900 USD dalam 20 hari
(1 Ulasan)


$444 USD dalam 5 hari
(0 Ulasan)

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 Lebih banyak

$666 USD dalam 5 hari
(0 Ulasan)

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 dalam 1 hari
(0 Ulasan)

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 Lebih banyak

$250 USD dalam 10 hari
(8 Ulasan)

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.

$555 USD dalam 10 hari
(0 Ulasan)

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

$555 USD dalam 10 hari
(0 Ulasan)

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

$400 USD dalam 10 hari
(1 Ulasan)

A proposal has not yet been provided

$388 USD dalam 3 hari
(1 Ulasan)
$555 USD dalam 6 hari
(0 Ulasan)

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 Lebih banyak

$766 USD dalam 12 hari
(0 Ulasan)

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 Lebih banyak

$773 USD dalam 20 hari
(0 Ulasan)

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 Lebih banyak

$250 USD dalam 5 hari
(3 Ulasan)

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 Lebih banyak

$555 USD dalam 10 hari
(3 Ulasan)