AI Job Search - Natural Language Job Discovery (Alpha)

# AI Job Search **AI Job Search lets you describe your ideal job in plain English and instantly discover matching opportunities from our database of millions of job postings.** Instead of filtering through traditional job board categories, simply tell the AI what you're looking for—including specific companies, locations, salary expectations, and work arrangements—and receive ranked results based on how well each job matches your description.  > **Alpha Status:** This feature is in early alpha testing. Expect bugs, incomplete functionality, and changes based on tester feedback. Some features described here may not be fully implemented yet. ## How It Works ### Natural Language Search Type a description of what you're looking for in plain English: **Example searches:** - "I'd love to work as the director of manufacturing for Boom Supersonic producing the next supersonic aircraft in their NC facility" - "Product Manager at a fintech startup in San Francisco, salary above 150k" - "Remote senior software engineer role at a climate tech company" - "Data scientist jobs in VA, NC, or TX with hybrid work arrangement" - "Software engineer jobs posted in the last 2 weeks" The AI interprets your query and searches our job database for semantically similar opportunities, even if the exact keywords don't appear in the job posting. ### Multi-Location Search You can search across multiple locations in a single query: - "Product manager jobs in VA, NC, or TX" - "Software engineer roles in Bay Area or Seattle" - "Marketing director positions in New York, Boston, or Chicago" Simply list the locations in your search query separated by "or" or commas. ### Match Scores Each result shows a match percentage indicating how well the job aligns with your search query. **Current limitations:** - The match score reflects **technical alignment with your search query only**—not a comprehensive assessment of your qualifications vs. the job requirements - Scores are based on semantic similarity between your query and the job posting - Lower scores may still be relevant opportunities—browse beyond the top results **Score interpretation (alpha):** - **70%+** — Strong semantic match to your query - **50-69%** — Partial match, may be worth reviewing - **Below 50%** — Weaker match, but could still be relevant depending on your query specificity > **Note:** We're actively working on improving match score accuracy and adding detailed breakdowns of why scores are what they are. ## Search Interface ### The Search Box The main search input accepts natural language queries. You can describe: - **Job titles and roles**: "director of manufacturing", "senior product manager" - **Companies**: "at Google", "for Boom Supersonic", "not at defense contractors" - **Industries**: "in healthcare", "at a fintech company", "climate tech" - **Locations**: "in San Francisco", "remote", "within 50 miles of Austin" - **Salary**: "salary above 150k", "200k+", "with equity" - **Work arrangement**: "remote only", "hybrid", "on-site" - **Date range**: "posted this week", "in the last 5 days", "past 2 months" - **Other criteria**: "no travel required", "startup environment", "with visa sponsorship" ### Pro Tips The search interface includes example query formats: - `"salary above 100k"` or `"150k+"` - `"in healthcare"` or `"in education"` - `"near New York"` or `"Bay Area"` - `"within 50 miles"` - `"at Apple or Google"` - `"not at Meta or Facebook"` - `"requires to speak Spanish"` - `"I need visa sponsorship"` - `"Use my Photoshop skills"` or `"React and Python"` - `"posted this week"` or `"in the last 5 days"` ## Working with Results ### Viewing Job Details Click any job card to see: - Full job description - Company information - Location and work arrangement details - Salary range (if available) - Application link ### Adding to Job Tracker Found an interesting opportunity? Click **Add to Tracker** to: - Save the job to your pipeline - Access detailed Job Fit Reports (with comprehensive scoring) - Generate Custom Resumes and Cover Letters - Track your application progress ### Hiding Jobs Not interested in a result? Click **Hide** to remove it from your view. Hidden jobs won't appear in future searches. ## Current Limitations (Alpha) As an alpha feature, AI Job Search has several known limitations: ### Match Score - Scores reflect query-to-job-posting alignment only - No explanatio