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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!

Beceriler: Data Analysis, Data Analytics, Veri Bilimi

Daha fazlasını gör: 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

İşveren Hakkında:
( 0 değerlendirme ) Irving, United States

Proje NO: #19345257

Bu iş için 10 freelancer ortalamada $1464 teklif veriyor

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 Daha Fazla

$2500 USD in 10 gün içinde
(1 Yorum)
1.7
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 Daha Fazla

$777 USD in 3 gün içinde
(1 Yorum)
1.7
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 Daha Fazla

$2000 USD in 60 gün içinde
(0 Değerlendirme)
0.0
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 Daha Fazla

$1666 USD in 30 gün içinde
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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. Daha Fazla

$666 USD in 3 gün içinde
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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 Daha Fazla

$2863 USD in 20 gün içinde
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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 Daha Fazla

$2222 USD in 30 gün içinde
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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 Daha Fazla

$555 USD in 15 gün içinde
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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 Daha Fazla

$1111 USD in 10 gün içinde
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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 Daha Fazla

$277 USD in 10 gün içinde
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