CookLLM

Not every AI opening starts as a job description. Plenty of teams post on X or LinkedIn: someone on the inference team says what they work on, who they need, and asks you to send a note. CookLLM's job matcher collects those hiring posts and the career-page jobs of 1,300+ AI companies, and emails you the ones that fit your resume.

An LLM reads each post and keeps it only if a hiring team member or an in-house recruiter wrote it, for a real AI role. Recruiting agencies are filtered out. On X, about 1 in 80 posts is kept; on LinkedIn, about 1 in 3. Posts leave the list 60 days after they were posted.

Every post it keeps and every new career-page job is scored against your resume on skills, experience and level. Only those at 70% fit or above reach your inbox, with the matching skills and a link to the job page or the original post, where you can reply straight to the person hiring. When a post is a very strong match, it emails you right away.

You set it up once: upload a PDF or Word resume, pick region, work mode and level, and choose a daily or weekly email. If you pick Intern or New grad, you only get roles at that level. If you change direction, upload a new resume and the next email uses it.

Harry Fu built CookLLM and also writes its course on how LLMs are built and trained. The AI job board behind the matcher, with 20,000+ open roles, is open to anyone without signing up. The job matcher is from $9 a week, and you can cancel anytime.