The job ad was in English. The requirement was fluent German.

I created an open-source AI job-search assistant named Berlin Job Search to help people navigate the complexities of job listings, particularly focusing on the German language requirement. This tool aims to alleviate frustrations that arise from inconsistent job ad language policies, as highlighted by a Reddit comment on the project's launch.

The assistant works in ChatGPT, Claude, or a coding agent, allowing users to specify their desired job and location, then handles the time-consuming tasks such as searching job boards, checking company career pages, and analyzing the job requirements. It identifies whether German is required, a plus, or not mentioned and provides the exact sentence from the job listing.

The assistant also checks the salary against the Blue Card threshold and assists in writing a proper German CV or cover letter. Initially, the tool had some bugs as evidenced by two real users who found errors in its first iteration. One user was a recruiter in Berlin who found that the tool was matching job titles loosely and missing relevant results.

Another user was a master's student in Munich who didn't get any results for his location. After receiving feedback and suggestions from users and contributors, the tool underwent several improvements, including better handling of job sources, protection of personal data, and enhanced search capabilities. The project is available on GitHub for anyone interested in contributing or using it.

To use the assistant, one can simply paste a prompt into ChatGPT and start writing in their own language. Feedback and improvements are encouraged to ensure the tool meets the needs of job seekers in Germany and beyond.