Carry out clustering/ classification/ NLP tasks to create organisation structure


We are looking for a skilled NLP professional to help us complete our project. The project comprises of the following -

1. 5000 candidate profiles in 3 companies each.

2. Each company would have its organisation structure and this would have to be created with prediction capability

The problem -

The data comprises of job titles and may or may not have job description. The data would not be clean (people would have entered text and that would not be consistent).

I will provide the following data -

1. 15000 profiles under 3 different organisations.

Expected Output

The organnogram of all the profiles. This

The classification would be splitting the profiles into functions (HR/ Finance/ Sales & Marketing/ Manufacturing/ R&D/ Procurement & Supply Chain/ Legal...etc.)

After the functional classification, within each function there would be a hierarchy.. This could be derived based on the designation and the function that designation falls under.


We need to experiment to find out which works well.

One approach could be to train one organisation manually and predict the other organisations based on the first training and build up from that.

One approach could be to define the relationships between the designations as and how we find the data.

Keen on understanding your approach and timelines on how long you would take to do this.

Also, Sending one sample profile with this project.

Taidot: Keinoäly, Datatiede, Koneoppiminen, Luonnollinen kieli, Python

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Tietoa työnantajasta:
( 0 arvostelua ) Mumbai, India

Projektin tunnus: #17449969

14 freelanceria on tarjonnut keskimäärin %project_bid_stats_avg_sub_26% %project_currencyDetails_sign_sub_27% tähän työhön


Hello, there, I am very happy to put my bid on your project. I am an expert of classification and NLP and senior software developer, so I am interested in and confident to do this project. I hope to discuss everythi Lisää

₹25000 INR 10 päivässä
(35 arvostelua)

I have a good hands on working with Advanced R and Python and BI tools and technologies, AI, Big Data. I have quite a good knowledge of DL/ML Algorithm , have also developed Dashboards and Web Application. My area Lisää

₹27777 INR 10 päivässä
(25 arvostelua)
₹12500 INR 3 päivässä
(28 arvostelua)

Hi, there - My name is Phong. I have read your job description and I am very interested in this project because I have good experience of machine learning classification and natural language processing. I would love Lisää

₹25000 INR 10 päivässä
(12 arvostelua)

We have a team of experienced python, django developers. We have developed a Sinhala OCR solution. One or more Images are input to the system. Each image contain one letter or SINHALA language. Our OCR soultion e Lisää

₹22000 INR 12 päivässä
(10 arvostelua)

Hello sir. I'm excited about your project, because I've really rich experience in Classification & NLP Programming. I've developed many projects similar to yours and excellent skills. If you award me, I'll provide w Lisää

₹20000 INR 10 päivässä
(10 arvostelua)

I went through the attached linkedin json, and it seems, first you need to split the data categories and cluster based on roles, then performing Aproiri/Market basket will get you to your desired hierarchy! I've been w Lisää

₹27777 INR 6 päivässä
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Hi there, I am an actuarial consultant with a focus on machine learning and data classification. I hold a first class master of mathematics degree from the University of Warwick, where my dissertation was written on Lisää

₹24222 INR 10 päivässä
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Hi I offer to provide the results (in JSON / XML) for 15000 profiles, running the solution on my own server. I propose to use a Java solution built on top of my own OpenMana NLP Tool (patent pending technology) - Lisää

₹50000 INR 30 päivässä
(0 arvostelua)
₹27777 INR 10 päivässä
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₹27777 INR 10 päivässä
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As project falls in NLP category, which is the area where I have mostly worked on so far. So I think I can do this project as state of the art.

₹38888 INR 30 päivässä
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I have been working on data science problem since past 2.5 years and have completed projects in the field of banking, insurance, and retail. I have advanced level experience in python as well as intermediate level expe Lisää

₹25000 INR 10 päivässä
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I have worked on multiple projects based on NLP. I personally believe, classifying the data using Ensemble method, in integration with Grid search could result in a great classification algorithm. The data pre-proces Lisää

₹22222 INR 7 päivässä
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