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.

Taidot: tiedonlouhinta, R-ohjelmointikieli, Machine Learning (ML), tietojenkäsittely, Keinoäly

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Tietoa työnantajasta:
( 1 arvostelu ) Sunnybank South, Australia

Projektin tunnus: #21742615

48 freelanceria on tarjonnut keskimäärin %project_bid_stats_avg_sub_18% %project_currencyDetails_sign_sub_19%/tunti tähän työhön


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 Lisää

$28 USD / tunti
(86 arvostelua)

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 Lisää

$35 USD / tunti
(18 arvostelua)

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 Lisää

$28 USD / tunti
(27 arvostelua)

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. Lisää

$35 USD / tunti
(10 arvostelua)

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 Lisää

$35 USD / tunti
(46 arvostelua)

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 Lisää

$45 USD / tunti
(18 arvostelua)

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 Lisää

$40 USD / tunti
(19 arvostelua)

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 Lisää

$30 USD / tunti
(15 arvostelua)

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 Lisää

$28 USD / tunti
(12 arvostelua)

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 Lisää

$50 USD / tunti
(14 arvostelua)

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 Lisää

$28 USD / tunti
(33 arvostelua)

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 / tunti
(8 arvostelua)

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 Lisää

$16 USD / tunti
(15 arvostelua)

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 / tunti
(5 arvostelua)

Hi. Thanks for your posting. Data scrapping and extraction, data classification using of Machine Learing is my main skill. And I have many experience in their skills before. Generally, I develop the same project to Pyt Lisää

$25 USD / tunti
(5 arvostelua)

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 / tunti
(6 arvostelua)

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

$40 USD / tunti
(6 arvostelua)

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 Lisää

$40 USD / tunti
(3 arvostelua)
$20 USD / tunti
(3 arvostelua)

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 Lisää

$30 USD / tunti
(1 arvostelu)