Published on November 2, 2023, 11:31 am
LinkedIn has introduced a new feature for its premium members that aims to make job seeking more personalized and efficient. The social media platform, owned by Microsoft, has launched an AI chatbot powered by OpenAI’s GPT-4. This chatbot leverages a knowledge graph based on data from LinkedIn’s 1 billion members and 67 million employers to provide users with tailored advice on improving their profiles and making successful job applications.
The AI chatbot analyzes a user’s feed posts and suggests relevant job opportunities that they may have missed in their search. It aims to provide a bespoke experience for job seekers, tailored to their specific sector and skills. This tool will not only help users find new roles but also offer personalized takeaways and insights on posts and articles in their feed, helping them stay up-to-date in their professional domain.
This latest addition follows LinkedIn’s integration of several AI features in recent months, including automatically generated personalized recruiter messages, AI-enhanced job descriptions, and a profile building service. However, the use of AI in recruitment has faced criticism due to biases present in training datasets. For example, Amazon’s machine learning engineers discovered that their automated application review processes had an internal gender bias.
Despite these challenges, there are arguments that applying AI technology in specific ways can potentially address labor market inequalities. Startups like Melbourne-based Sapia.ai argue that conducting blind and untimed interviews via text chat can remove bias from the initial stages of the hiring process.
While AI still needs to address biases inherent in current datasets to ensure fair representation across different demographics, its potential impact on labor market inequalities offers promising possibilities when implemented thoughtfully.
In conclusion, LinkedIn’s new AI chatbot for premium members demonstrates the platform’s commitment to enhancing the job seeking experience for its users. By leveraging generative AI technology, LinkedIn aims to provide personalized recommendations and insights tailored to each user’s sector and skills. While challenges persist regarding biases within recruitment processes, continued advancements in AI offer potential solutions for creating fairer hiring practices.