System Requirements Document for job-search-os

1. Introduction

The "AI Job Search OS" is a modern AI-powered SaaS web application designed for a global audience. Its primary goal is to assist job seekers in managing their entire job search journey through a single platform. The application offers features such as AI-driven resume analysis, job match scoring, tailored resume creation, cover letter generation, interview preparation, and job application tracking.

2. System Overview

The "AI Job Search OS" is a production-ready MVP designed to provide a comprehensive job search management experience. It includes user authentication, AI analysis of resumes, job match scoring, and various tools to assist users in their job search process. The application is designed with a premium, modern, and clean SaaS UI, featuring dark mode, blue/purple gradients, and a responsive mobile-first layout. The platform supports scalable architecture, secure user data, and API-ready integrations.

2a. Product Interpretation and Delivery Boundary

The application is intended for job seekers who wish to manage their job search journey using AI-powered tools. It requires user authentication to access protected features such as resume analysis, job matching, and application tracking. The application is designed to be globally accessible, with a focus on secure data handling and a polished user experience. The platform's design follows a premium aesthetic inspired by Michal Malewicz, utilizing glassmorphism and gradient effects.

2b. Source Content Inventory

Not applicable as no content source directive is provided.

2c. Page Content and Component Coverage

Landing

• Purpose: Introduce AI Job Search OS, its features, and benefits to job seekers.
• Components:
  • Overview of features
  • Call-to-action for sign-up or login
  • Visual representation of the platform's capabilities

Login

• Purpose: Allow returning users to authenticate and access their data.
• Components:
  • Username/email and password fields
  • "Forgot password" link
  • Login button

Sign Up

• Purpose: Enable new users to create an account.
• Components:
  • Registration form with email, password, and confirmation fields
  • Sign-up button
  • Link to login page for existing users

Dashboard

• Purpose: Provide an overview of the user's job search progress.
• Components:
  • Summary of applications, interviews, and progress
  • Navigation to other workflow areas

Resume

• Purpose: Upload and analyze resumes using AI.
• Components:
  • Upload functionality
  • Display of AI analysis results
  • Option to edit or update resume

Job Matching

• Purpose: Evaluate job matches based on the user's profile.
• Components:
  • Job search functionality
  • Display of match scores
  • Option to save or apply for jobs

Resume Tailoring

• Purpose: Tailor resumes for specific job applications.
• Components:
  • Resume editing tools
  • Job-specific tailoring suggestions

Cover Letters

• Purpose: Generate cover letters for job applications.
• Components:
  • Cover letter templates
  • Customization options for specific jobs

Interview Prep

• Purpose: Prepare users for interviews with AI-generated questions.
• Components:
  • Practice interview questions
  • Feedback on responses

Applications

• Purpose: Track and manage job applications.
• Components:
  • List of applications
  • Status updates and notes

Application Details

• Purpose: View and edit individual application records.
• Components:
  • Detailed application information
  • Edit and update options

Follow-ups

• Purpose: Generate follow-up emails for job applications.
• Components:
  • Email templates
  • Customization options for specific applications

3. Functional Requirements

• As a job seeker, I should be able to authenticate myself to access my job search data. (Provenance: explicit)
• As a job seeker, I should be able to upload my resume for AI analysis to improve my job search. (Provenance: explicit)
• As a job seeker, I should receive job match scores to evaluate potential job opportunities. (Provenance: explicit)
• As a job seeker, I should be able to tailor my resume for each job application. (Provenance: explicit)
• As a job seeker, I should be able to generate cover letters for job applications. (Provenance: explicit)
• As a job seeker, I should be able to prepare for interviews with AI-generated questions. (Provenance: explicit)
• As a job seeker, I should be able to track my job applications and their progress. (Provenance: explicit)
• As a job seeker, I should be able to generate follow-up emails for job applications. (Provenance: explicit)
• As a job seeker, I should have a dashboard to view my applications, interviews, and progress. (Provenance: explicit)

4. User Personas

• Job Seeker: The primary user of the platform, responsible for managing their job search journey, including uploading resumes, evaluating job matches, tailoring resumes, generating cover letters, preparing for interviews, tracking applications, and sending follow-up emails.

5. Core User Flows

1. User Authentication

   • Trigger: User navigates to the login page.
   • Steps:
     1. Enter username/email and password.
     2. Click "Login".
     3. If credentials are correct, access the dashboard.
   • Outcome: User is authenticated and redirected to the dashboard.

2. Resume Upload and Analysis

   • Trigger: User navigates to the Resume page.
   • Steps:
     1. Upload resume file.
     2. AI analyzes the resume.
     3. Display analysis results.
   • Outcome: User receives feedback on their resume.

3. Job Match Scoring

   • Trigger: User navigates to the Job Matching page.
   • Steps:
     1. Search for jobs.
     2. View match scores for each job.
   • Outcome: User evaluates job opportunities based on match scores.

4. Resume Tailoring

   • Trigger: User selects a job to tailor their resume.
   • Steps:
     1. Access Resume Tailoring page.
     2. Edit resume based on job requirements.
   • Outcome: User tailors their resume for a specific job.

5. Cover Letter Generation

   • Trigger: User selects a job to generate a cover letter.
   • Steps:
     1. Access Cover Letters page.
     2. Customize cover letter template.
   • Outcome: User generates a cover letter for a job application.

6. Interview Preparation

   • Trigger: User navigates to the Interview Prep page.
   • Steps:
     1. Practice with AI-generated questions.
     2. Receive feedback on responses.
   • Outcome: User prepares for job interviews.

7. Application Tracking

   • Trigger: User navigates to the Applications page.
   • Steps:
     1. View list of applications.
     2. Update application status and notes.
   • Outcome: User tracks and manages job applications.

8. Follow-up Email Generation

   • Trigger: User selects an application to follow up.
   • Steps:
     1. Access Follow-ups page.
     2. Customize follow-up email template.
   • Outcome: User sends a follow-up email for a job application.

6. Visuals Colors and Theme

• Muse: Michal Malewicz
• Palette (dark mode):
  • Background: #1E1E2F
  • Surface: #2C2C3B
  • Text: #E3E3E8
  • Primary: #8A2BE2
  • Accent: #FF69B4
  • Muted: #4B4B5E
• Typography:
  • Headings: Plus Jakarta Sans, Semi-bold
  • Body: Manrope
  • Scale: 1.414 modular, 48/34/24/18/16
• Shape Language: Frosted glass panels, generous radii, floating layers
• Layout: Dashboard-style with frosted glass cards and floating elements
• Motion: Gentle hover-lift effects, blur transitions, gradient drifts

7. Signature Design Concept

The public entry page will feature a full-viewport hero with a layered glassmorphic UI mockup, showcasing glowing edges and gradient backgrounds. This design will highlight the platform's premium and tech-forward aesthetic, drawing users into the sophisticated job search experience.

8. Interaction Model & Motion Direction

• Interaction Model: Animated
• Motion Tempo: Expressive
• Hero Dimensionality: Layered_2d
• Landing Hero Motion Brief: The hero section will feature a layered glassmorphic UI mockup with gradient drifts and gentle hover-lift effects. The focal subject will be an abstract representation of the job search process, transforming into a dynamic display of the platform's features upon user interaction.

9. Non-Functional Requirements

• Scalable Architecture: The platform must support a growing number of users and data without performance degradation.
• Secure User Data: Implement robust security measures to protect user information.
• API-ready Integrations: Ensure the platform can integrate with external APIs for enhanced functionality.
• Responsive Design: The application must be fully functional and visually appealing on all device sizes.
• Polished UX: Provide a seamless and intuitive user experience.

10. Tech Stack

• Frontend: React
• Backend: Python/FastAPI
• Database: PostgreSQL
• Deployment: Docker, Kubernetes (if required for scalability)
• Authentication: OAuth 2.0

11. Assumptions and Constraints

• The application will be used by a global audience, necessitating multilingual support in future iterations.
• The MVP will focus on core functionalities, with additional features considered for future development.
• User data security and privacy are paramount, requiring compliance with global data protection regulations.

12. Glossary

• AI: Artificial Intelligence
• SaaS: Software as a Service
• MVP: Minimum Viable Product
• UI: User Interface
• UX: User Experience
• OAuth 2.0: An open standard for access delegation, commonly used for token-based authentication.