Research Article
Technical Job Recommendation System Using APIs and Web Crawling
Table 3
Comparison of the efficiency of the system with and without preprocessing the job descriptions
| | User skills/description | Time taken for the raw job description (s) | Time taken for the processed job description (s) | Percentage reduction in time (%) |
| | Test case 1—frontend | 33.38 | 20.87 | 37.48 | | Test case 2—backend | 29.54 | 19.55 | 33.82 | | Test case 3—machine learning | 51.07 | 36.69 | 28.16 | | Test case 4—DevOps | 46.28 | 29.52 | 36.21 | | Test case 5—product management | 38.48 | 18.07 | 53.04 |
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