Project Overview : We are looking for an experienced full-stack development team to build a scalable, AI-powered job portal. The platform will use artificial intelligence to automate resume screening, provide personalized job recommendations, and enhance the overall recruitment experience for both employers and job seekers.Key Features RequiredAI-Powered Job Matching: Implementation of algorithms (e.g., Jaccard similarity or Cosine similarity) to match candidate skills and experience directly with job descriptions.Automated Resume Parsing: AI-driven extraction of data from uploaded resumes (PDF/Docx) to automatically populate user profiles and highlight key skills.Intelligent Search & Filters: Search functionality with AI autocomplete and robust filters based on location, salary expectations, and required skills.Interactive Dashboards:For Employers: A dashboard for job posting, candidate shortlisting, and real-time recruitment analytics.For Job Seekers: A personalized area to track applications, save jobs, and receive instant AI-based alerts.AI Chatbot Integration: Real-time assistance for users, helping with profile setup, answering common queries, and guiding the application process.Skill Assessment & Gap Analysis: (Optional/Phase 2) AI-driven tests or suggestions for courses to help candidates bridge skill gaps.Technical RequirementsFrontend: Modern frameworks such as React, Next.js, or Angular for a responsive and intuitive UI.Backend: Scalable environments using Python (Django/Flask), Node.js, or PHP.AI/ML Frameworks: Experience with OpenAI APIs, LangChain, TensorFlow, or PyTorch for building matching models and resume parsers.Database: Secure and efficient data handling with PostgreSQL, MySQL, or Firebase.Authentication: Secure login/registration with role-based access control and optional OTP verification.DeliverablesFully functional web application (responsive for mobile/desktop).Source code with clean, well-documented architecture.Integration with third-party APIs for AI features.Final deployment and testing reports.Ideal Candidate ProfileProven track record in developing AI/ML-integrated web applications.Strong understanding of Natural Language Processing (NLP) for text extraction and matching.Experience in building secure, scalable recruitment or marketplace platforms.