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NLP Classification/ Recommendation System Problem

Hi,

I will provide you a dataset comprising of a list of all employees in an industry in a country (approx. 1.5M profiles).

Your job is

1. To create an algorithm that will generate an approximate organisation structures of the company in the industry. So a x,y grid comprising of hierarchy and potential function of the person.

2. Based on transitions of people from one company to another, generate an approximate match for which other candidates who would be suitable for a given profile.

1. Candidate ID

2. Current Company

3. Current Designation

4. Previous Company

5. Previous Designation

6. Profile

Interested applicants may please share their experience in NLP, classification and recommendation engine.

Skills: Data Science, Natural Language, Machine Learning (ML), Python, Algorithm

About the Employer:
( 38 reviews ) Mumbai, India

Project ID: #21707436

20 freelancers are bidding on average ₹30150 for this job

utkarshkatiyar19

Hi, I'm an expert in NLP classification. I'm sure that I can easily do this project for you. We can have a chat about it. Thanks.

₹25000 INR in 6 days
(309 Reviews)
7.2
srajbr

Hello, I am a bit confused about your requirement. Do you have multiple entries for the same candidate ID in the dataset? Please share some samples from the dataset. And explain more about point no. 1. Regards, Samira More

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(8 Reviews)
6.4
dinhfreedom

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(90 Reviews)
6.7
anupkelkar02

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6.0
ideepeners

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dineshrajputit

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3.2
malikasad079

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3.1
sahilgtx

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2.2
hsh564cf84accd96

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1.8
omanasoft

Hi Price and schedule quoted are tentative - to be firmed up after discussion and complete understanding of the requirements. I propose a Java solution built on top of my own OpenMana NLP Tool (patent pending technol More

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(0 Reviews)
0.0
eliteguru1226

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zamudioe

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vivekprt7

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vyasjitendra45

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usmanirfanuaf

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myappsdevelopers

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manager21

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ravim211071

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