ISSN2320-2882
Impact Factor9.17
UGC ParametersAligned
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CrossRefDOI
ESTD2013
Peer ReviewTransparent
AccessOpen
Submission: Always Open
Paper Title
Skill Gap Analyzer: A Data-Driven Career Development Platform
Authors
Dr. D. Manju , Dinesh K K V
Keywords
Skill Gap, Career Development, Full-Stack, React, FastAPI, Data Visualization, REST API
Abstract
The modern job market is characterized by rapidly evolving skill requirements, making it challenging for students and professionals to identify and address the specific gaps in their knowledge for the desired career paths. This paper presents the Skill Gap Analyzer, a full-stack web application designed to provide a clear, data-driven, and personalized analysis of
a user's skill set against industry requirements. The system compares user input skills against a comprehensive database of skills required for various job roles. The core features of the visualization of this "skill gap" through a series of interactive charts, which offers an intuitive understanding of the user's strengths and weaknesses. Furthermore, the application generates a dynamic learning path by fetching relevant high-quality educational resource from public APIs like YouTube for each identified missing skill. The project is implemented using a modern tech stack, featuring a React.js front-end, a Python FastAPI backend, and a MongoDB database, demonstrating a robust and scalable architecture.
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How To Cite
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IJCRT — journal style
"Skill Gap Analyzer: A Data-Driven Career Development Platform", IJCRT - International Journal of Creative Research Thoughts (www.ijcrt.org), ISSN:2320-2882, Vol.13, Issue 9, page no.e698-e706, September 2025, Available :https://ijcrt.org/papers/IJCRT2509539.pdf
APA — 7th edition
Manju, D., & V, D. K. K. (2025). Skill Gap Analyzer: A Data-Driven Career Development Platform. International Journal of Creative Research Thoughts, 13(9), e698-e706. https://ijcrt.org/viewpaperforall.php?paper=IJCRT2509539
MLA — 9th edition
Manju, D., and Dinesh K K V. "Skill Gap Analyzer: A Data-Driven Career Development Platform." International Journal of Creative Research Thoughts, vol. 13, no. 9, 2025, pp. e698-e706, https://ijcrt.org/viewpaperforall.php?paper=IJCRT2509539.
Chicago — 17th, bibliography
Manju, D., and Dinesh K K V. "Skill Gap Analyzer: A Data-Driven Career Development Platform." International Journal of Creative Research Thoughts 13, no. 9 (2025): e698-e706. https://ijcrt.org/viewpaperforall.php?paper=IJCRT2509539.
Harvard — author–date
Manju, D. and V, D.K.K. (2025) 'Skill Gap Analyzer: A Data-Driven Career Development Platform', International Journal of Creative Research Thoughts, 13(9), pp. e698-e706. Available at: https://ijcrt.org/viewpaperforall.php?paper=IJCRT2509539
IEEE — numbered reference
D. Manju and D. K. K. V, "Skill Gap Analyzer: A Data-Driven Career Development Platform," IJCRT, vol. 13, no. 9, pp. e698-e706, Sep. 2025.
Vancouver — biomedical
Manju D, V DKK. Skill Gap Analyzer: A Data-Driven Career Development Platform. IJCRT. 2025 Sep;13(9):e698-e706.
AMA — 11th edition
Manju D, V DKK. Skill Gap Analyzer: A Data-Driven Career Development Platform. IJCRT. 2025;13(9):e698-e706. Accessed at https://ijcrt.org/viewpaperforall.php?paper=IJCRT2509539
BibTeX — Zotero, Mendeley, LaTeX
@article{IJCRT2509539,
author = {D. Manju and Dinesh K K V},
title = {Skill Gap Analyzer: A Data-Driven Career Development Platform},
journal = {International Journal of Creative Research Thoughts},
volume = {13},
number = {9},
pages = {e698-e706},
year = {2025},
month = {September},
issn = {2320-2882},
url = {https://ijcrt.org/viewpaperforall.php?paper=IJCRT2509539}
}
RIS — EndNote, RefWorks
TY - JOUR
AU - Manju, D.
AU - V, Dinesh K K
TI - Skill Gap Analyzer: A Data-Driven Career Development Platform
T2 - International Journal of Creative Research Thoughts
JA - IJCRT
VL - 13
IS - 9
PY - 2025
SN - 2320-2882
UR - https://ijcrt.org/viewpaperforall.php?paper=IJCRT2509539
SP - e698-e706
ER -
Issue
Volume 13 Issue 9,
September-2025
Pages : e698-e706
Article Information
- Published In
- International Journal of Creative Research Thoughts — Volume 13, Issue 9, September 2025
- Pages
- e698-e706
- Published
- September 2025
- Registration ID
- IJCRT_293760
- Published Paper ID
- IJCRT2509539
- Research Area
- Other area not in list
- Author Type
- Indian Author
- Location
- Coimbatore, Tamil Nadu, India
- Peer Review
- Request Peer Review Report
- Licence
- CC BY 4.0 · Open Access
- ISSN & Impact Factor
- 2320-2882 · IF 9.17
- Downloads
- 261
- Permanent Link
- https://ijcrt.org/viewpaperforall.php?paper=IJCRT2509539
- Published Paper PDF
- https://ijcrt.org/papers/IJCRT2509539.pdf
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International Journal of Creative Research Thoughts
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2320-2882
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The authors would like to thank the reviewers and the editorial board of International Journal of Creative Research Thoughts for their careful reading and constructive comments, and all colleagues who supported the preparation of this manuscript.
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