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Title: :  A Comprehensive Review of AI-Powered Resume Screening and Analysis Systems
PaperId: :  27613
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 11 Issue 6 2025
DUI:    16.0415/IJARIIE-27613
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Mr NAGESH U BAlva’s Institute of Engineering and Technology
Monisha AAlva’s Institute of Engineering and Technology
NagashreeshaAlva’s Institute of Engineering and Technology
Nagma NayakAlva’s Institute of Engineering and Technology
NikithaAlva’s Institute of Engineering and Technology

Abstract

Information Science and Engineering
Applicant tracking systems (ATS), AI, NLP, resume parsing, semantic analysis, candidate ranking, skill matching, unstructured data standardization, bias mitigation, recruitment efficiency, evaluation of objective criteria, data-driven insights, and adaptive learning.
By carefully reviewing and classifying resumes, the AI Resume Analyzer is a cutting-edge artificial intelligence-based tool designed to improve and automate the hiring process. In order to perform semantic analysis of resumes, this tool makes use of Natural Language Processing (NLP) to extract and interpret important information about the candidate, including skills, qualifications, work experience, education, certifications, and accomplishments. The system evaluates applicants based on a number of factors, including skill matches, years of experience, educational background, and professional accomplishments, by comparing the extracted data with predetermined job descriptions or requirements. By ranking applicants according to how well they fit the position, the AI Resume Analyzer provides recruiters with a prioritized list of applicants who closely match the required qualifications. The AI Resume Analyzer speeds up the hiring process by drastically cutting down on the time and effort needed for recruiters to manually sort through high volumes. By guaranteeing that each resume is evaluated using impartial standards, it also contributes to the reduction of unconscious bias and promotes a more inclusive hiring process. Standardizing unstructured data into a structured format for simple analysis, the tool can handle a range of resume formats, including PDF and DOCX. It provides a thorough candidate profile by using sophisticated filtering techniques to find relevant job-related keywords and contextual data. The system can provide insights into possible skill gaps and recommendations for areas where the hiring process could be improved by spotting patterns in the data. This tool's AI-driven methodology improves hiring efficiency, guarantees greater candidate selection accuracy, and eventually helps make better hiring decisions, all of which improve organizational performance.

Citations

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IJARIIE Mr NAGESH U B, Monisha A, Nagashreesha, Nagma Nayak, and Nikitha. "A Comprehensive Review of AI-Powered Resume Screening and Analysis Systems" International Journal Of Advance Research And Innovative Ideas In Education Volume 11 Issue 6 2025 Page 35-38
MLA Mr NAGESH U B, Monisha A, Nagashreesha, Nagma Nayak, and Nikitha. "A Comprehensive Review of AI-Powered Resume Screening and Analysis Systems." International Journal Of Advance Research And Innovative Ideas In Education 11.6(2025) : 35-38.
APA Mr NAGESH U B, Monisha A, Nagashreesha, Nagma Nayak, & Nikitha. (2025). A Comprehensive Review of AI-Powered Resume Screening and Analysis Systems. International Journal Of Advance Research And Innovative Ideas In Education, 11(6), 35-38.
Chicago Mr NAGESH U B, Monisha A, Nagashreesha, Nagma Nayak, and Nikitha. "A Comprehensive Review of AI-Powered Resume Screening and Analysis Systems." International Journal Of Advance Research And Innovative Ideas In Education 11, no. 6 (2025) : 35-38.
Oxford Mr NAGESH U B, Monisha A, Nagashreesha, Nagma Nayak, and Nikitha. 'A Comprehensive Review of AI-Powered Resume Screening and Analysis Systems', International Journal Of Advance Research And Innovative Ideas In Education, vol. 11, no. 6, 2025, p. 35-38. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/A_Comprehensive_Review_of_AI_Powered_Resume_Screening_and_Analysis_Systems_ijariie27613.pdf (Accessed : ).
Harvard Mr NAGESH U B, Monisha A, Nagashreesha, Nagma Nayak, and Nikitha. (2025) 'A Comprehensive Review of AI-Powered Resume Screening and Analysis Systems', International Journal Of Advance Research And Innovative Ideas In Education, 11(6), pp. 35-38IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/A_Comprehensive_Review_of_AI_Powered_Resume_Screening_and_Analysis_Systems_ijariie27613.pdf (Accessed : )
IEEE Mr NAGESH U B, Monisha A, Nagashreesha, Nagma Nayak, and Nikitha, "A Comprehensive Review of AI-Powered Resume Screening and Analysis Systems," International Journal Of Advance Research And Innovative Ideas In Education, vol. 11, no. 6, pp. 35-38, Nov-Dec 2025. [Online]. Available: https://ijariie.com/AdminUploadPdf/A_Comprehensive_Review_of_AI_Powered_Resume_Screening_and_Analysis_Systems_ijariie27613.pdf [Accessed : ].
Turabian Mr NAGESH U B, Monisha A, Nagashreesha, Nagma Nayak, and Nikitha. "A Comprehensive Review of AI-Powered Resume Screening and Analysis Systems." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 11 number 6 ().
Vancouver Mr NAGESH U B, Monisha A, Nagashreesha, Nagma Nayak, and Nikitha. A Comprehensive Review of AI-Powered Resume Screening and Analysis Systems. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2025 [Cited : ]; 11(6) : 35-38. Available from: https://ijariie.com/AdminUploadPdf/A_Comprehensive_Review_of_AI_Powered_Resume_Screening_and_Analysis_Systems_ijariie27613.pdf
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