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.
Bu iş için 15 freelancer ortalamada $617 teklif veriyor
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