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!


Taidot: Data Analysis, Data Analytics, Datatiede

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Tietoa työnantajasta:
( 0 arvostelua ) Irving, United States

Projektin tunnus: #19345257

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


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 Lisää

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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 Lisää

$777 USD 3 päivässä
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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 Lisää

$2000 USD 60 päivässä
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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 Lisää

$1666 USD 30 päivässä
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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. Lisää

$666 USD 3 päivässä
(0 arvostelua)

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 Lisää

$2863 USD 20 päivässä
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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 Lisää

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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 Lisää

$555 USD 15 päivässä
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I have already created Netflix type recco engine and you can find algorithm/live dashboard at: [login to view URL] I am a S Lisää

$1111 USD 10 päivässä
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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 Lisää

$277 USD 10 päivässä
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