CV Scoring

CV Scoring is an AI-powered career development platform that analyzes resumes and provides detailed feedback to help job seekers optimize their applications for modern hiring processes. The core functionality revolves around an automated CV scoring system that evaluates uploaded documents against key criteria such as education formatting, contact information, skills section, work experience, and ATS (Applicant Tracking System) compatibility. Users upload their CV in PDF or other common formats, and the AI engine generates an overall score out of 100, alongside individual scores for each evaluated category. For example, a typical result might show an 85 for education, 95 for formatting, 90 for contact information, 95 for skills, 90 for work experience, and an ATS compatibility pass rate. The system also highlights passed checks, warnings, and issues, allowing users to pinpoint weaknesses quickly. Beyond basic scoring, the platform offers several specialized tools. The ATS (Applicant Tracking System) Job Matching Score helps users understand how well their resume aligns with specific job descriptions, increasing the likelihood of passing automated filters. A Cover Letter Generator produces tailored cover letters based on the user’s resume and target role, saving time while maintaining relevance. A Salary Estimator provides market-based compensation insights for different positions, locations, and experience levels, enabling users to negotiate with data-backed confidence. For ongoing career development, CV Scoring includes a resume builder that generates optimized, ATS-friendly resumes from scratch or based on existing CVs. Users can also leverage the LinkedIn profile optimization feature, which suggests improvements to headline, summary, experience bullet points, and keyw