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Matching vacancies with CVs
2019 Community Moderator ElectionWhat model to use for matching two datasetsText mining for text matchingmatching results with sklearn average_precision_scoreData Mining - Intent matching and classification of textMatching AlgorithmKeras: matching logistic regression performance with sequential neural network?Matching similar stringsGPS route matchingAdvice on what Machine Learning Algorithms to study for a Job to candidate matching algorithmAre there known techniques to transform features X classified as C to features Y classified as C'
$begingroup$
I am trying to match a cv with a list of vacancies. Let us say I thousands of vacancies mostly with fields such as job class (health,IT, Transport etc), requirements,education level,location,job title etc. Given a semi-structured cv with fields like education,experience,and skills. Then the task is to rank the vacancies that match with the competence of a particular cv. The challenge is not all vacancies and cv have all the fields required.
This is my first project in NLP or IR and I would like some advice regarding the approach and tools to use. Since this is simple prototyping, I am thinking to use Elastic search to index the vacancies and query with the cv. Any help is greatly appreciated.
machine-learning classification nlp information-retrieval
asked 13 hours ago
Tewo TewoTewo Tewo
11
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Tewo Tewo is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
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add a comment |
$begingroup$
I am trying to match a cv with a list of vacancies. Let us say I thousands of vacancies mostly with fields such as job class (health,IT, Transport etc), requirements,education level,location,job title etc. Given a semi-structured cv with fields like education,experience,and skills. Then the task is to rank the vacancies that match with the competence of a particular cv. The challenge is not all vacancies and cv have all the fields required.
This is my first project in NLP or IR and I would like some advice regarding the approach and tools to use. Since this is simple prototyping, I am thinking to use Elastic search to index the vacancies and query with the cv. Any help is greatly appreciated.
machine-learning classification nlp information-retrieval
asked 13 hours ago
Tewo TewoTewo Tewo
11
New contributor
Tewo Tewo is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
$endgroup$
add a comment |
$begingroup$
I am trying to match a cv with a list of vacancies. Let us say I thousands of vacancies mostly with fields such as job class (health,IT, Transport etc), requirements,education level,location,job title etc. Given a semi-structured cv with fields like education,experience,and skills. Then the task is to rank the vacancies that match with the competence of a particular cv. The challenge is not all vacancies and cv have all the fields required.
This is my first project in NLP or IR and I would like some advice regarding the approach and tools to use. Since this is simple prototyping, I am thinking to use Elastic search to index the vacancies and query with the cv. Any help is greatly appreciated.
machine-learning classification nlp information-retrieval
asked 13 hours ago
Tewo TewoTewo Tewo
11
New contributor
Tewo Tewo is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
$endgroup$
I am trying to match a cv with a list of vacancies. Let us say I thousands of vacancies mostly with fields such as job class (health,IT, Transport etc), requirements,education level,location,job title etc. Given a semi-structured cv with fields like education,experience,and skills. Then the task is to rank the vacancies that match with the competence of a particular cv. The challenge is not all vacancies and cv have all the fields required.
This is my first project in NLP or IR and I would like some advice regarding the approach and tools to use. Since this is simple prototyping, I am thinking to use Elastic search to index the vacancies and query with the cv. Any help is greatly appreciated.
machine-learning classification nlp information-retrieval
machine-learning classification nlp information-retrieval
asked 13 hours ago
Tewo TewoTewo Tewo
11
New contributor
Tewo Tewo is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
asked 13 hours ago
Tewo TewoTewo Tewo
11
New contributor
Tewo Tewo is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
asked 13 hours ago
Tewo TewoTewo Tewo
11
New contributor
Tewo Tewo is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
asked 13 hours ago
Tewo TewoTewo Tewo
11
asked 13 hours ago
Tewo TewoTewo Tewo
11
11
New contributor
Tewo Tewo is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
New contributor
Tewo Tewo is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
Tewo Tewo is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
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