Akshay Bhola

Retrieving Skills from Job Descriptions: A Language Model Based Extreme Multi-label Classification Framework

We introduce a deep learning model to learn the set of enumerated job skills associated with a job description. In our analysis of a large-scale government job portal mycareersfuture.sg, we observe that as much as 65% of job descriptions miss describing a significant number of relevant skills. Our m…