Profile Matching for Web-Based Job Placement at SMKN 2 Tangerang

Authors

  • Irwan Febry Armansyah Universitas Sultan Ageng Tirtayasa
  • Irwanto Irwanto Universitas Sultan Ageng Tirtayasa
  • Moh. Fawaid Universitas Sultan Ageng Tirtayasa
  • Siswo Wardoyo Universitas Sultan Ageng Tirtayasa
  • Suhendar Suhendar Universitas Sultan Ageng Tirtayasa
  • Leandro Costa Mfinitee Incorporation

DOI:

https://doi.org/10.33050/tmj.v11i2.2703

Keywords:

Profile Matching, Special Job Exchange, Information System, Graduate Placement, Job Vacancy

Abstract

The Special Job Exchange, or Bursa Kerja Khusus (BKK), is a school-based career service unit that supports graduate placement and strengthens the link between vocational education and industry needs. However, BKK services at SMKN 2 Tangerang were still managed conventionally through manual alumni records, simple spreadsheets, and informal job vacancy dissemination. This study developed a web-based BKK information system integrated with the Profile Matching method to support alumni data management, job vacancy distribution, and competency-based job recommendation. The study used a Research and Development approach with the Waterfall model, including requirement analysis, system design, implementation, testing, and maintenance. The system was developed using PHP and MySQL. The results showed that the system supported centralized alumni data management, real-time vacancy information distribution, and structured job recommendation ranking. Black Box Testing indicated that all main features functioned according to user requirements, while algorithmic verification confirmed that the Profile Matching calculation was consistent with manual computation. User Acceptance Testing produced an average score of 91%, indicating that the system was feasible for supporting digital BKK services.

Author Biographies

  • Irwan Febry Armansyah, Universitas Sultan Ageng Tirtayasa

    Master of Engineering Vocational Education

  • Irwanto Irwanto, Universitas Sultan Ageng Tirtayasa

    Master of Engineering Vocational Education

  • Moh. Fawaid, Universitas Sultan Ageng Tirtayasa

    Master of Engineering Vocational Education

  • Siswo Wardoyo, Universitas Sultan Ageng Tirtayasa

    Master of Engineering Vocational Education

  • Suhendar Suhendar, Universitas Sultan Ageng Tirtayasa

    Master of Engineering Vocational Education

  • Leandro Costa, Mfinitee Incorporation

    Department of Data Science

References

[1] N. T. S. Saptadi, S. Septiani, T. H. Wardoyo, W. Hidayati, M. Thoif, A. Talindong, F. Audia, P. K. Nashiroh, R. A. Hadikusumo, L. F. Suroya et al., Pendidikan vokasional: Teori dan praktik. Sada Kurnia Pustaka, 2025.

[2] D. U. E. Saputri and S. Sardiarinto, “Pengembangan sistem rekrutmen lowongan kerja berbasis web untuk optimalisasi bursa kerja khusus (bkk),” Jurnal Pariwisata Bisnis Digital dan Manajemen, vol. 4, no. 1, pp. 68–77, 2025.

[3] T. Ma’rufiati, C. Habsya, Y. Estriyanto, and S. Siswandari, “Analisis peran dan kesenjangan eksistensi bursa kerja khusus (bkk) dalam menjebatani lulusan smk memasuki dunia industri,” JIIP-Jurnal Ilmiah Ilmu Pendidikan, vol. 7, no. 3, pp. 3383–3390, 2024.

[4] E. P. Rum, F. A. Baso, and A. Musoyeva, “Hybrid learning model in post-pandemic education: Lecturers attitude in indonesian and uzbekistan higher education,” Aptisi Transactions on Technopreneurship (ATT), vol. 7, no. 1, pp. 169–179, 2025.

[5] K. Nisa, N. Anggraini, and M. H. Ujianti, “Aplikasi berbasis website sebagai sumber informasi bursa kerja khusus,” JATI (Jurnal Mahasiswa Teknik Informatika), vol. 9, no. 4, pp. 5694–5700, 2025.

[6] D. Kalaivani, N. Shriya, and R. G. Suhasini, “Web-based career portal for efficient job search and recruitment,” in 2024 IEEE 4th International Conference on ICT in Business Industry & Government (ICTBIG). IEEE, 2024, pp. 1–9.

[7] U. Rahardja, Q. Aini, A. S. Bist, S. Maulana, and S. Millah, “Examining the interplay of technology readiness and behavioural intentions in health detection safe entry station,” JDM (Jurnal Dinamika Manajemen), vol. 15, no. 1, pp. 125–143, 2024.

[8] M. Y. Fathoni, S. Wijayanto, S. Fernandez, T. Anwar, and Y. D. Prasetyo, “Implementasi metode rad untuk pendaftaran lowongan kerja melalui bursa kerja berbasis website,” Jurnal Teknologi Dan Sistem Informasi Bisnis, vol. 5, no. 3, pp. 319–325, 2023.

[9] Kementerian Pendidikan Dasar dan Menengah, “Tingkatkan kebekerjaan lulusan smk, kemendikdasmen dan kemenaker optimalisasikan bursa kerja khusus,” Siaran Pers, Jul. 2025. [Online]. Available: https://kemendikdasmen.go.id/siaran-pers/13247

[10] J. D. Mulyanto, “Implementasi metode waterfall pada perancangan aplikasi bkk berbasis web,” CONTEN: Computer and Network Technology, vol. 2, no. 1, pp. 27–36, 2022.

[11] R. Sivaraman, M.-H. Lin, M. I. C. Vargas, S. I. S. Al-Hawary, U. Rahardja, F. A. H. Al-Khafaji, E. V. Golubtsova, and L. Li, “Multi-objective hybrid system development: To increase the performance of diesel/photovoltaic/wind/battery system.” Mathematical Modelling of Engineering Problems, vol. 11, no. 3, 2024.

[12] N. Nurlaili, “Manajemen bursa kerja khusus di smk negeri 2 samarinda dalam penyaluran lulusan ke dunia kerja,” Aksara: Jurnal Ilmu Pendidikan Nonformal, vol. 8, no. 2, pp. 1291–1300, 2022.

[13] E. T. B. Bangun, R. Wardoyo, Y. I. Sulistya, B. A. Putra, and F. Azim, “Decision support system for new employee recruitment using profile matching and preference ranking organization method for enrichment evaluation (promethee) method,” JRST (Jurnal Riset Sains dan Teknologi), pp. 149–163, 2025.

[14] T. Hidayat, D. Manongga, Y. Nataliani, S. Wijono, S. Y. Prasetyo, E. Maria, U. Raharja, I. Sembiring et al., “Performance prediction using cross validation (gridsearchcv) for stunting prevalence,” in 2024 IEEE International Conference on Artificial Intelligence and Mechatronics Systems (AIMS). IEEE, 2024, pp. 1–6.

[15] B. Bachry and M. Agarina, “Sistem pendukung keputusan minat dan bakat siswa dengan pemanfaatan metode profile matching pada sma tunas budaya jakarta,” International Research on Big-Data and Computer Technology: I-Robot, vol. 7, no. 2, pp. 35–44, 2023.

[16] R. E. A. A. Alsalhi, Y. Mustapha, and M. F. Hilmi, “Entrepreneurial and inclusive leadership in enhancing employee innovation in the uae oil and gas sector,” Aptisi Transactions on Technopreneurship (ATT), vol. 8, no. 1, pp. 114–124, 2026.

[17] H. Gibran, B. Purnama, and G. Kosala, “Pengoptimasian pengukuran kepadatan jalan raya dengan cctv menggunakan metode yolov8: Optimizing highway density measurement with cctv using the yolov8 method,” Technomedia Journal, vol. 9, no. 1, pp. 31–45, 2024.

[18] M. W. Habibi, W. K. Al Izza, R. D. Prayoga, S. D. Hamdala, A. F. Faqihuddin, M. N. Reswara, and I. Hadirrosyid, “Tantangan implementasi pkl pada kompetensi keahlian tkj untuk menghadapi dunia industri,” Indonesian Journal of Innovation Multidisipliner Research, vol. 4, no. 2, pp. 1711–1724, 2026.

[19] W. Ramadhani, Y. A. Kusumastuti, E. Fetrina, Q. Aini, and M. C. Utami, “Penerapan metode profile matching untuk menunjang keputusan seleksi penerimaan anggota pada perusahaan marikator,” Journal of Applied Computer Science and Technology, vol. 6, no. 1, pp. 46–56, 2025.

[20] I. R. Maulana, U. Rahardja, N. Azizah, M. Rakhmansyah, and M. A. Komara, “Leveraging ipfs to build secure and decentralized websites in the web 3.0 era,” IAIC Transactions on Sustainable Digital Innovation (ITSDI), vol. 7, no. 1, pp. 1–12, 2025.

[21] B. Candra, M. Purwanto, and I. Thoib, “Implementasi metode profile matching pada sistem informasi bursa kerja khusus (bkk) di smk,” Digit. Transform. Technol, vol. 4, no. 2, pp. 1325–1331, 2024.

[22] K. Anam, D. Gutama, D. Danianti, W. Prastowo, F. Komputer, and U. Ata, “Implementasi metode content based filtering pada pengembangan sistem bursa kerja khusus (bkk) smk negeri 1 kandeman berbasis website,” vol, vol. 7, pp. 724–733, 2024.

[23] A. Maspupah, “Literature review: Advantages and disadvantages of black box and white box testing methods,” Jurnal Techno Nusa Mandiri, vol. 21, no. 2, pp. 151–162, 2024.

[24] M. Ahli, M. F. Hilmi, and A. Abudaqa, “Moderating effect of employee service quality and mediating impact of experiential marketing in uae entrepreneurial sector,” Aptisi Transactions on Technopreneurship (ATT), vol. 6, no. 2, pp. 285–299, 2024.

[25] D. R. Wardana, I. Kanedi, and R. Zulfiandry, “Aplikasi data pencari kerja dalam bursa kerja khusus,” Jurnal Media Infotama, vol. 19, no. 2, pp. 465–471, 2023.

[26] S. Andhella, H. Djajadikerta, and M. Y. Marjuka, “Technopreneurship in pro-environmental behavior for sustainable carbon emission reduction in central kalimantan,” Aptisi Transactions on Technopreneurship (ATT), vol. 6, no. 2, pp. 254–269, 2024.

[27] G. S. Mahendra and I. K. A. Asmarajaya, “Evaluation using black box testing and system usability scale in the kidung sekar madya application,” Sinkron: jurnal dan penelitian teknik informatika, vol. 6, no. 4, pp. 2292–2302, 2022.

[28] V. Leong, K. Raheel, J. Y. Sim, K. Kacker, V. M. Karlaftis, C. Vassiliu, K. Kalaivanan, S. A. Chen, T. W. Robbins, B. J. Sahakian et al., “A new remote guided method for supervised web-based cognitive testing to ensure high-quality data: development and usability study,” Journal of Medical Internet Research, vol. 24, no. 1, p. e28368, 2022.

[29] G. Kydyrbayeva, D. Makhmetova, G. Kulzhanbekova, R. Anayatova, A. Otetileuova, and Z. Tashenova, “The initial state of educating future primary school teachers in a multilingual context,” Aptisi Transactions on Technopreneurship (ATT), vol. 8, no. 1, pp. 152–165, 2026.

[30] E. Baykal, “Digitalization of human resources: E-hr,” in Research anthology on human resource practices for the modern workforce. IGI Global Scientific Publishing, 2022, pp. 200–218.

Published

2026-08-31

Issue

Section

Artikel

How to Cite

Profile Matching for Web-Based Job Placement at SMKN 2 Tangerang. (2026). Technomedia Journal, 11(2), 127-140. https://doi.org/10.33050/tmj.v11i2.2703