Ditutup

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

Hi,

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.

Approach

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.

Kemahiran: Kecerdasan Buatan, Sains Data, Pembelajaran Mesin, Bahasa Semulajadi, Python

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Tentang Majikan:
( 0 ulasan ) Mumbai, India

ID Projek: #17449969

14 pekerja bebas membida secara purata ₹26853 untuk pekerjaan ini

dinhfreedom

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 Lagi

₹25000 INR dalam 10 hari
(35 Ulasan)
5.8
shivampanchal

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 Lagi

₹27777 INR dalam 10 hari
(25 Ulasan)
5.7
₹12500 INR dalam 3 hari
(28 Ulasan)
4.9
williams115

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 Lagi

₹25000 INR dalam 10 hari
(12 Ulasan)
4.7
WIFTCAP

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 Lagi

₹22000 INR dalam 12 hari
(10 Ulasan)
4.3
general985

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 Lagi

₹20000 INR dalam 10 hari
(10 Ulasan)
3.2
d3bd33p

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 Lagi

₹27777 INR dalam 6 hari
(2 Ulasan)
2.2
gdewhirst22

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 Lagi

₹24222 INR dalam 10 hari
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omanasoft

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) - Lagi

₹50000 INR dalam 30 hari
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₹27777 INR dalam 10 hari
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nisarshah

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 dalam 30 hari
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gautamanshul

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 Lagi

₹25000 INR dalam 10 hari
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Antriksh21

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 Lagi

₹22222 INR dalam 7 hari
(0 Ulasan)
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