Career Circle

  • Unique Paper ID: 178239
  • PageNo: 4051-4058
  • Abstract:
  • Career Circle is a realistic online job portal developed using the Django web framework, designed to bridge the gap between job seekers and employers. The platform facilitates user registration, job searching, application submission, and application management, while offering employers tools to post jobs and review candidates. A standout feature is its machine learning integration, utilizing TF-IDF and cosine similarity to compute resume-job match scores, enhancing the precision of job recommendations. The system ensures secure user authentication, data protection, and a responsive design accessible across devices like desktops and smartphones. Built on Python, Career Circle leverages Django’s robust capabilities to deliver a scalable and maintainable solution. The front-end employs modern web technologies such as Bootstrap and jQuery, ensuring an intuitive user interface. This paper examines the system’s architecture, design models, testing strategies, and evaluates its contributions to the job market. By combining traditional web functionalities with advanced matching techniques, Career Circle offers a seamless and efficient recruitment experience.

Copyright & License

Copyright © 2026 Authors retain the copyright of this article. This article is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

BibTeX

@article{178239,
        author = {Gatte VVN Sivanjaneyulu and Meduri VNS SRK Sai Somayajulu and Gali Venkata Ranga Reddy and Duggirala Tharun Kumar and Allu Tirupathi Reddy and Dummula Gowtham Kalyan},
        title = {Career Circle},
        journal = {International Journal of Innovative Research in Technology},
        year = {2025},
        volume = {11},
        number = {12},
        pages = {4051-4058},
        issn = {2349-6002},
        url = {https://ijirt.org/article?manuscript=178239},
        abstract = {Career Circle is a realistic online job portal developed using the Django web framework, designed to bridge the gap between job seekers and employers. The platform facilitates user registration, job searching, application submission, and application management, while offering employers tools to post jobs and review candidates. A standout feature is its machine learning integration, utilizing TF-IDF and cosine similarity to compute resume-job match scores, enhancing the precision of job recommendations. The system ensures secure user authentication, data protection, and a responsive design accessible across devices like desktops and smartphones. Built on Python, Career Circle leverages Django’s robust capabilities to deliver a scalable and maintainable solution. The front-end employs modern web technologies such as Bootstrap and jQuery, ensuring an intuitive user interface. This paper examines the system’s architecture, design models, testing strategies, and evaluates its contributions to the job market. By combining traditional web functionalities with advanced matching techniques, Career Circle offers a seamless and efficient recruitment experience.},
        keywords = {},
        month = {May},
        }

Cite This Article

Sivanjaneyulu, G. V., & Somayajulu, M. V. S. S., & Reddy, G. V. R., & Kumar, D. T., & Reddy, A. T., & Kalyan, D. G. (2025). Career Circle. International Journal of Innovative Research in Technology (IJIRT), 11(12), 4051–4058.

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