Technical Job Recommendation System Using APIs and Web Crawling

<table class="table-group" id="tab4"><tr><td><table class="table"><tr><td class="thead-hr" colspan="4"><hr/></td></tr><tr class="thead"><td class="align_left">User skills/description</td><td class="align_center">Average match score for raw job description</td><td class="align_center">Average match score for processed job description</td><td class="align_center">Percentage increase in the match score (%)</td></tr><tr><td class="thead-hr" colspan="4"><hr/></td></tr><tr><td class="align_left">Test case 1—frontend</td><td class="align_center">0.05629</td><td class="align_center">0.12358</td><td class="align_center">119.54</td></tr><tr><td class="align_left">Test case—2 backend</td><td class="align_center">0.04631</td><td class="align_center">0.09131</td><td class="align_center">97.17</td></tr><tr><td class="align_left">Test case—3 ML</td><td class="align_center">0.04672</td><td class="align_center">0.10409</td><td class="align_center">122.8</td></tr><tr><td class="align_left">Test case—4 DevOps</td><td class="align_center">0.06277</td><td class="align_center">0.11382</td><td class="align_center">81.33</td></tr><tr><td class="align_left">Test case—5 product management</td><td class="align_center">0.22237</td><td class="align_center">0.45107</td><td class="align_center">102.85</td></tr><tr class="table-tr"><td colspan="4"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Comparing the ranks of jobs after preprocessing descriptions.</div>

Computational Intelligence and Neuroscience

tab4

Table 4

Table 4: Technical Job Recommendation System Using APIs and Web Crawling 