LinkedIn is currently testing an innovative job-hunting tool powered by artificial intelligence, which could significantly change how users search for employment opportunities. The tool, designed to utilize a custom large language model (LLM), sifts through vast amounts of data to help job seekers discover roles they might otherwise miss using traditional keyword-based searches.
In an interview with Wired, LinkedIn CEO Ryan Roslansky emphasized that job seekers often miss opportunities because they rely on standard keyword searches. “The reality is, you don’t find your dream job by checking a set of keywords,” Roslansky explained. “This new tool can help you find relevant jobs you never even knew to search for.”
The AI tool is currently being tested by a select group of users, with the ability to process more nuanced job queries. For example, a job seeker could input requests like, “find me a role where I can use marketing skills to help the environment” or “show jobs in marketing that pay over $100K.” Unlike traditional searches that focus on job titles, the new system analyzes job descriptions, company information, and posts across the site to surface more relevant results.
LinkedIn developed its own LLM—similar to the technology behind ChatGPT—to power the tool. This system understands user queries on a deeper level, offering personalized job recommendations that are more relevant than what typical search engines provide. Additionally, it can suggest new skills that job seekers may need to acquire to be considered for specific roles. “We are really using LLMs throughout the entire stack of our search and recommender system, all the way from query understanding to retrieval to ranking,” said Rohan Rajiv, LinkedIn’s director of product.
However, as AI continues to play a larger role in recruitment, concerns around bias remain. LinkedIn spokesperson Suzi Owen assured Wired that the company is addressing potential biases in its algorithms, including those that could exclude candidates or unfairly evaluate qualifications.
Beyond improving the job search process, the tool could also provide valuable labor market insights, such as identifying trends in the skills companies are seeking. Wenjing Zhang, a vice president of engineering at LinkedIn, noted that this AI could be utilized to analyze skills trending in job descriptions or those that new employees mention in their posts.
While LinkedIn’s new tool promises to enhance the job search experience, its reliance on AI is not without challenges, including concerns over privacy and fairness. As the technology evolves, it will be interesting to see how effective—and unbiased—it proves to be in helping users find their ideal careers.
