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Text Analysis - Machine Learning (ML) Artificial Intelligence (AI) Big Data Analytics

I have a large existing dataset of ~70k job ads. I would like to work with a machine learning / ai / big data specialist to build a set of functions to make sense of these job ads.

This could potentially involve:

- Using machine learning to classify sections of the ad based on the content - e.g., description of the company, description of the role, required skills, years experience required, compensation, benefits, etc.

- Understanding the important keywords to group similar jobs together - e.g., currently the keyword "finance" could show up in both a "financial analyst" job ad and a job ad for a "restaurant manager" (managing finances); or the word "server" could show up as both an "IT Server Architect/Developer" or a "Bar Server/Waiter". This could potentially use the other keywords in the ads to better cluster/group similar jobs together.

- I have several many other ideas but these two would be good starting points. Significant ongoing work available to someone who delivers good results.

Can be developed in any language/tool. Suggesting an open timeline and we discuss and progressively test possibilities.

Skills: Data Mining, R Programming Language, Machine Learning (ML), Data Processing, Artificial Intelligence

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About the Employer:
( 1 review ) Sunnybank South, Australia

Project ID: #21742615

47 freelancers are bidding on average $31/hour for this job

shivampanchal

I am a Data Scientist with 3+ years of experience in Data Analysis, Statistical Modelling, Machine Learning, Deep Learning, Computer Vision and Natural Language Processing. I have worked across various domains such as More

$28 USD / hour
(86 Reviews)
6.9
matlabxperts

Having more than 7 years of experience in machine learning, AI, and data science I believe that I am the best suitable person for your projects. I have successfully completed projects in computer vision, image processi More

$35 USD / hour
(18 Reviews)
6.4
chrisvwn

Hi, I am a data scientist working mainly with the R programming language. I have some experience working with natural language processing on job/candidate matching. I can help you navigate through the dataset while pr More

$28 USD / hour
(27 Reviews)
6.5
mohamedrdait

Hello I am very interessted to your project and I think I have several idea to add to achieve this project perfectly using R and Rshiny for future tool we can make sentiment analysis / and text mining to make a classif More

$35 USD / hour
(46 Reviews)
5.6
adeelpirzada

Hi, I hope you're having a wonderful day I have been working on Machine Learning, Pattern Recognition, Event Tracking and Natural Language Processing using Python. Below are areas where I am strong and experienced. More

$35 USD / hour
(10 Reviews)
5.6
shikhamehta

Hey, What you described above falls in the purview of Topic Modelling and clustering. I have implemented both on large chunks of text data based corpora. Can you share some sample data and desired output please and I More

$45 USD / hour
(18 Reviews)
5.4
MeihaoShiguang

Hello! I'm specialized in deep learning & machine learning with many experiences of 10+ years. For example, face detection and recognition, OCR engine, LPR system, object detection and recognition, etc. And email class More

$30 USD / hour
(16 Reviews)
5.7
artkulak

Hello! I do only ML/DS projects, have a vast experience in building Deep learning/ML models. I have built RNNs, Recommenders,dealt with classification and regression tasks. Worked as a Data Scientist and Machine Learni More

$40 USD / hour
(19 Reviews)
5.1
dstepanenko

Hello,    I'm data scientist with huge expertise and mathematician with a number of publications. Also I'm participant and problem writer of many algorithm competitions (Topcoder, ACM ICPC).    Feel free to contact m More

$28 USD / hour
(12 Reviews)
5.1
mza5ab8dc9be9a8c

Greetings! Welcome to DEEP LEARNING, MACHINE LEARNING & ARTIFICIAL INTELLIGENCE Developer by using Python! I hope you are doing good. Well, regarding this project, I have extensive 8+ years of experience in DEEP LEARN More

$28 USD / hour
(33 Reviews)
5.0
MasterKym

Hello, I am a data scientist and R/Python programmer. I have read your description and quickly realized it is the second time I encounter this same problem. I have had a client come to me with the same problem, we had More

$50 USD / hour
(14 Reviews)
4.8
qaisrani123

HI, I am Machine Learning Engineer and have good experience in python and R programming. My area of interest is NLP/Text Mining applications and apply ML/deep learning algorithm. I can intern your tasks. Kind Regards

$28 USD / hour
(11 Reviews)
4.6
anchalsingh0005

Hello, ‌Hope you doing well.I have checked all your requirements and we able to do this and deliver in time.I have 5 years of experience in these types of [login to view URL], i believe we can do that work with your support. ‌Rega More

$16 USD / hour
(15 Reviews)
4.2
Arahan00

Hi, I have worked on a few ML, big data analytics & NLP projects. Let me know if you want to discuss further. Regards, Monir

$50 USD / hour
(5 Reviews)
3.8
cyash61

Hello there, I am a Machine Learning expert with more than 8 years of experience in the field working full-time. The problem in question has been solved by us in the past as well using Text Mining as the primary meth More

$40 USD / hour
(3 Reviews)
3.4
isabelleferreira

Hi, I have an extended amount of knowledge in Data Science, especially in Data Mining and Text Analytics and I think I can help you with your project.

$40 USD / hour
(6 Reviews)
3.5
$20 USD / hour
(3 Reviews)
3.2
hemsingh1

Python/Machine Learning skilled professional with over 3 years of experience. Can help to develop and build a solution as needed. Thanks

$40 USD / hour
(6 Reviews)
3.2
nisharapath

Dear employer! thank you for your opportunity. Here is a machine learning developer. The previous task was a script to classify job invoices in Linkedin using certain key words. I think this is very similar to your id More

$30 USD / hour
(1 Review)
2.8
gogora

Hi As I understand from description, fuzzy matching doesn't work for you. It is better to classify contents using either watson classifier or NLTK to generate tags and keywords. Then you can use fuzzy matching or oth More

$25 USD / hour
(1 Review)
3.2