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Job matching recommendation engine

I need a recommendation engine to match people with the right jobs. Essentially, we have a list of jobs with various characteristics: Company name, title, job function, Location of job, Fulltime / part-time, List of skills required, Degree(s) required, Desired experience in years, Days since posting, Company size, Company logo, Application link

We also have candidates with the same / similar characteristics / preferences. Example: location preference, full-time / part-time, skills possessed, degrees possessed, experience in years possessed

1. We need to match these candidates with the right jobs based on characteristic matching

2. Beyond just this, we need to match candidates with jobs based on their past choices (i.e. likes and dislikes on jobs). Like Netflix would show movie recommendations based on past viewing

3. Then, we also need to match candidates with jobs that other similar candidates chose. Again, like Netflix would show movie recommendations based on preferences of others like you

The code should be super high performance. Meaning, the models should react in real time and improve matches on the fly (so if a user gives his / her preference on 10 jobs, the models should react and show an updated list).

What do you think? When you respond to me, please respond to the following questions:

1. Are you comfortable with this project (and everything I listed above)

2. At a high level, how are you planning on designing this (needs to be leveraged by a web app / mobile app)

3. Can you think of ways to make it better

Looking forward to working with you!

Thanks!

Evner: Data Analysis, Data Analytics, Datavidenskab

Se mere: product recommendation engine, aspnet recommendation engine, employee job matching definition, job matching algorithm, job recommendation system github, job recommendation system project, job recommendation system dataset, job recommendation github, job recommendation challenge github, job recommendation system, job recommendation system python, recommendation engine, job letter recommendation copywriter, volusion recommendation engine, consultant recommendation engine, job google app engine, job script social engine, recommendation engine freelancer, wordpress plugin job matching, web based music recommendation engine

Om arbejdsgiveren:
( 0 bedømmelser ) Irving, United States

Projekt ID: #19345257

10 freelancere byder i gennemsnit $1464 på dette job

ideepeners

Dear Sir, Greeting from IDeepeners! We are having team of professional in Data Science and Analytics, We had experience in building recommended system. II mention our past few projects. Project 1. Blog and New Flere

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bamiteko1969

Hi, I am interested in your work. I am a data scientist and statistician, I can you recommendation approach in machine learning to classify your work and recommend for you. Relevant Skills and Experience I have skill Flere

$777 USD in 3 dage
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cdesivo92

1. As a data scientist and machine learning engineer I know how to design, train and apply recommendation systems (like netflix's), and I also have experience programming mobile applications so I am comfortable doing Flere

$2000 USD in 60 dage
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psdhillon

HI I am co-founder of Data Science firm called DataToBiz- An AI consulting services firm which helps various business owners to solve their business problems using ML & AI algorithms, in addition to basic data analy Flere

$1666 USD in 30 dage
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schakravorty846

I have experience building 3 recommendation engines so far. I can give you the option to choose the algorithm that suits your need. That what is the expected output you want, what kind of system you wish to run it on. Flere

$666 USD in 3 dage
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tgltech

Hello, First of all we are definitely comfortable in doing the project. Secondly we can design the web app and mobile app both. However, I would first like to discuss in detail the entire requirements to get on the Flere

$2863 USD in 20 dage
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BotRecruits

Hi, It seems you need a customized project development as per your requirement, we at BotRecruits provide a solution in a similar line. BotŘecruits is a next-generation virtual CRM solution for Business Process Flere

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jmcfayaz

Hello there, I am running my own consulting business focused on Big Data and Cloud Computing. I have experience in implementing multiple personalization solutions for a large enterprises across Australian and New Zea Flere

$555 USD in 15 dage
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RaviAmazonML

I have already created Netflix type recco engine and you can find algorithm/live dashboard at: [login to view URL] I am a S Flere

$1111 USD in 10 dage
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JoomlaVogue

Hello Sir, we have read your requirement as per that we are ready to work on your job. and we have a good and expertise team here and we can able to do you job in feature for long time. So please come online h Flere

$277 USD in 10 dage
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