MahmuudIbrahim

AI Job Hunter — Data skill for Claude Code

Data community

A full-featured AI-powered job search toolkit targeting Data Science, ML Engineering, and Analytics roles in Atlanta, GA and remote.

How to install AI Job Hunter

This entry records only its repository, not the path inside it, so there is no exact command to give. Open MahmuudIbrahim/ai_job_hunter and copy the folder into ~/.claude/skills/, or the file into ~/.claude/agents/.

What AI Job Hunter does

A full-featured AI-powered job search toolkit targeting Data Science, ML Engineering, and Analytics roles in Atlanta, GA and remote. Aggregates live job listings, analyzes in-demand market skills, and uses Claude AI to generate tailored resumes and personalized learning roadmaps — all from a Streamlit dashboard or CLI.

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README

AI Job Hunter

Features

Job Aggregation — Scrapes live listings across multiple sources, filtered to Atlanta/Georgia and remote positions
Skill Market Analysis — Analyzes the full job corpus to surface the most in-demand skills for your target roles
AI Resume Tailoring — Generates a targeted resume for any specific job listing using Claude (Anthropic)
Learning Roadmap — Produces a personalized 90-day learning plan based on skill gaps between your profile and the market
Application Tracker — Track job application statuses with a persistent SQLite database
Excel Export — Export your full job tracker to a formatted .xlsx spreadsheet

Tech Stack

Layer	Tools
UI	Streamlit
Data	pandas, SQLite
AI	Anthropic Claude API
Scraping	requests
Export	python-docx, openpyxl
CLI	Python (colorama, tabulate)

Quick Start

1. Install dependencies

pip install -r requirements.txt

2. Configure your API key

Create a `.env` file or set the environment variable:

export ANTHROPIC_API_KEY=your_key_here

Or add it in the app's Settings page.

3. Run the Streamlit dashboard

streamlit run app.py

3b. Or use the CLI

python main.py

CLI Menu Options

1. Aggregate new job listings
2. Browse saved jobs
3. Analyze market skills (full corpus)
4. Generate tailored resume for a specific job
5. Generate learning roadmap
6. Update job application status
7. Export job tracker spreadsheet
8. Show database stats
9. Settings / API key guide
0. Exit