Data science: Resume characterization and scoring

Project: Auto-characterization & Auto-scoring of Resumes

Project Scope & Activities:

Develop resume characterization algorithm

- Literature review and research on analogous projects

- Develop characterization approach

- Develop algorithm to analyze resume text, parse and characterize for key fields on training data set

- Apply algorithm to predict key characterization fields on dataset

- Develop a goodness-of-fit feedback process, and adjust algorithm based on feedback

Develop proficiency scoring model

- Score characterized attributes for each candidate record

- Calculate aggregate score

- Validate scoring model by determining goodness-of-fit by referencing Technical Interview scores (or other variables), and adjust model accordingly.

Habilidades: Ciência de Dados, Machine Learning (ML), Linguagem Natural

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Acerca do Empregador:
( 0 comentários ) Brighton, United States

ID do Projeto: #23892849

15 freelancers estão ofertando em média $617 para esse trabalho


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