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Develop a resume & job scoring and matching strategy

$250-750 USD

已关闭
已发布超过 6 年前

$250-750 USD

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The goal is to match the best resumes to a job opening. Or reverse, match jobs in the database to a resume. Resumes have words that are associated with job titles, skills, technologies, certifications…etc. These words or “attributes” can be counted for occurrence or placement in a resume (is higher in the resume better?). Further, these attributes can be hierarchical in nature. Example: Java is a development language. Struts and Hibernate are Java frame works. These could sit under “Java” in the hierarchy. By having more of the “children” attributes, the resume could be quantified as more qualified at Java. The job openings could also be scored similarly for attributes. In addition, there could be many hierarchies, covering industries, technologies and job titles. Question 1: What is the most effective way of “scoring” a resume? Is it to use attributes? Should the score reflect multiple attributes as opposed to an overall score? Is there an alternative way which is more effective? Question 2: What is the pseudocode necessary to match a multi-attribute scored resume to job openings? Deliverable: Develop a scoring & matching methodology and pseudocode suitable for a developer to use
项目 ID: 15894435

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远程项目
活跃6 年前

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Hi I am a very experienced statistician and programmer. I have completed several PhD level thesis projects involving advanced statistical analysis of data. I have worked with data from several companies and have done projects involving high level quantitative analysis and data interpretation skills to study the trends, time behaviour and compare the variables in the data. I can do advanced level analysis in SPSS, R, WEKA, TABLEAU and excel tools like machine learning, hypothesis testing, forecasting, T-test, ANOVA etc. Looking forward to discussion, Best Regards, Suyash
$1,000 USD 在10天之内
4.6 (122条评论)
7.1
7.1
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Greeting, I have understood your Develop a resume & job scoring and matching strategy task and can do it with your 100% satisfaction. Please ping me for more discussion. I have more than 5 years of experience in Big Data, Data Science, Statistical Analysis
$800 USD 在18天之内
4.8 (28条评论)
5.9
5.9
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Hi, I have worked on a similar project matching resumes to job openings using machine learning. Using natural language processing and various machine learning algorithms, it is possible to match resumes to job openings even without explicitly developing a hierarchy of keywords/attributes though this can be utilized if available/required. It is also possible to use online resources which already have this mapping to obtain such attributes. I use the R programming language. Regards, Chris
$555 USD 在10天之内
5.0 (3条评论)
4.3
4.3
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Hello, I'm data scientist with huge expertise in machine learning and mathematician with a number of publications. Also I'm participant and problem writer of many algorithm competitions (Topcoder, ACM ICPC). Feel free to contact me to discuss any details of the project. Looking forward to hearing from you!
$350 USD 在4天之内
3.0 (9条评论)
6.3
6.3
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A proposal has not yet been provided
$600 USD 在9天之内
5.0 (3条评论)
3.2
3.2
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I have briefly read the description on research development, and I can deliver as per the requirements however I need us to discuss for more clarity on the details, deadline and budget as well.
$265 USD 在4天之内
5.0 (1条评论)
2.5
2.5
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A proposal has not yet been provided
$250 USD 在2天之内
4.6 (1条评论)
1.0
1.0
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Hi, We are a team of expert data scientists with more that 8 years of experience. We have delivered various projects using statistical analysis, recommendation engines. Backend: Grails, JAVA, Hadoop, MongoDB, Cassandra, Hinernate, Spring Frontend:Spring,Flask,ExpressJS,ReactJS Servers:NGINX,Tomcat ,JBOSS,websphere,Weblogic,NodeJS Let me know the suitable time to discuss in detail about your project. Price quote is ballpark. Looking forward to your reply.
$777 USD 在10天之内
0.0 (0条评论)
0.0
0.0

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UNITED STATES的国旗
Hallandale, United States
5.0
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会员自10月 14, 2012起

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