CareerAI — Ghost Job Detector

Over 40% of online job postings are ghost jobs, which means the positions are already filled, put on hold, or listed only to gather resumes. Job seekers spend hours customizing applications for jobs that don’t actually exist., and CareerAI was made to address this issue. You can paste any job posting URL or text, upload your resume, and CareerAI will conduct four AI analyses simultaneously: detecting ghost jobs, scoring how well your resume fits the job, comparing salaries, and generating cover letters. The results come in as each analysis is finished. Each posting gets an Apply ROI Score that combines all four factors into one actionable number, helping you decide whether to apply before you invest an hour writing. Built on AMD Dev Cloud infrastructure through the Fireworks AI serverless inference endpoint, CareerAI uses DeepSeek-V4-Flash — a 284-billion parameter Mixture-of-Experts model running on AMD ROCm — at $0.14 per million tokens. ROCm's open software stack enables the large-context parallel inference needed to cross-reference resume text, job descriptions, and market signals simultaneously.