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Create a Personalized AI-Powered Job Board for a Smarter Job Hunt

Build an automated system that scours the web for job openings, uses AI to score them for relevance against a personal profile, and delivers a curated list of the best opportunities to you daily.

Create a Personalized AI-Powered Job Board for a Smarter Job Hunt

Tools Used

Claude

Anthropic AI assistant

02Step-by-Step Guide
1

Define Your Ideal Job Criteria

Create a detailed profile of your target role, including key skills, desired company stage, experience level, and other personal preferences to be used for scoring.

Pro Tip: The more specific your criteria, the more accurate the AI's relevance scoring will be.
2

Set Up Automated Web Scraping

Use a tool or script (e.g., Firecrawl) to automatically scrape job postings from target websites or public job boards on a daily basis.

3

Feed Job Descriptions to AI for Scoring

Pipe the raw text from each scraped job description into an AI model like Claude and prompt it to analyze it against your personal criteria.

Prompt:
Sample prompt concept: 'Given the following job description and my personal profile [insert profile/criteria], score this job's relevance for me from 1-10. Explain your reasoning briefly.'
4

Curate and Summarize the Top Results

Instruct the AI to select only the top-scoring jobs (e.g., anything with a score of 8 or higher) and generate a brief summary for each one.

5

Automate Daily Delivery

Set up an automated job to email the curated and summarized list of the top 10 job openings to you every morning.

Pro Tip: You can include a button or link in the email that triggers another AI action, like auto-filling the initial application.

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