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 (specific companies, locations, salary expectations, work arrangements) and receive ranked results based on how well each job matches.

AI Job Search Overview

Beta Status: This feature is in active beta. Most functionality is in place but some details may change based on tester feedback.

How It Works

AI Job Search is organized as a row of tabs at the top of the page. You can have several text searches open at once, each with its own query, results, and settings.

Each tab keeps its own results, sort order, and email-alert settings. Drag tabs to reorder them, rename them, or delete them with the small controls on each tab. At least one tab must always exist.

In a Text Search tab, 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.

You can search across multiple locations in a single query:

Simply list the locations in your search query separated by "or" or commas.

Match Scores

Each result card shows a match percentage. Two scoring modes are available, controlled by the Match score dropdown above the results:

Score interpretation (beta):

Note: Match scores are continually being improved. For a comprehensive qualification analysis, add a job to your tracker and open its Job Fit Report.

Search Interface

Result Layout

Use the small icons next to "Sort by" at the top of the results to switch between:

Sort Order

The Sort by dropdown re-orders the current results. Options include relevance and resume score (when a resume is selected via the match score dropdown).

Saved Searches

Every tab is automatically saved as a query you can return to later. Use the + button on the tab bar to create a new Text Search tab. You can:

When you reopen AI Job Search, your tabs and most recent results are restored.

The Text Search input accepts natural language queries. You can describe:

Pro Tips

The search interface includes example query formats:

Filter Relaxation

If your query is very narrow and returns few or no results, the AI may automatically relax filters (for example, widening the location radius or removing a company constraint) and show a banner explaining what was changed. This helps surface nearby opportunities you may still want to see.

Working with Results

Viewing Job Details

Click any job card to see:

Adding to Job Tracker

Found an interesting opportunity? Click Save on a job card to add it to your tracker:

If the job already exists in your tracker, a duplicate notification appears showing the existing entry's details. You can skip or add it anyway.

Hiding Jobs

Not interested in a result? Use the hide control on the card to remove it from your view. Hidden jobs won't appear in future searches.

Email Alerts

Each tab can subscribe to daily email updates via the "Get daily email updates" checkbox above the results. When enabled, you'll receive a daily summary of new jobs that match that specific tab's query. Each tab tracks its subscription independently, so you can subscribe to a few favorite tabs without subscribing to all of them.

Current Limitations (Beta)

As a beta feature, AI Job Search has some known limitations:

Match Score

Database Coverage

Providing Feedback

Your feedback is important during beta. Use the Feedback button in the platform to report:

The feedback system automatically captures:

No special labeling needed, just submit your feedback normally.

Tips for Better Results

Be Specific

More specific queries generally yield better results:

Use Multiple Search Strategies

Try rephrasing your query if initial results aren't great:

Leverage Natural Language

The AI understands context, so write naturally:

Browse Beyond Top Results

Match scores are approximate; relevant opportunities may appear further down the list, especially for niche queries.

Roadmap

Features planned or under consideration:

Frequently Asked Questions

Q: Can I filter by multiple states? A: Yes. Use natural language like "jobs in VA, NC, or TX" and the system will search across all specified locations.

Q: Why is my match score low for a job I think I'm qualified for? A: The default match score reflects alignment with your search query. Switch the Match score dropdown to "Match by Resume" to re-rank by resume fit, or add the job to your tracker and open the Job Fit Report for a full qualification analysis.

Q: How often is the job database updated? A: The database is continuously refreshed with new postings. Exact refresh frequency varies by source.

Q: Can I exclude certain companies or industries? A: Yes, use negative phrasing like "not at defense contractors" or "not at Google".

Q: Can I filter by how recently jobs were posted? A: Yes. Include a time phrase in your query like "posted this week", "in the last 5 days", or "past 2 months". The date range will adjust automatically; you can also change it manually.

Q: How do I get daily emails for a search? A: On any tab, check "Get daily email updates" above the results. Each tab tracks its subscription separately.

Q: Why do I only see one result for very specific queries? A: Highly specific queries (like a particular company's facility in a particular location) may only match a few postings. Broaden your search or open a second Text Search tab with looser criteria.

Q: Will this replace the existing Matching Jobs feature? A: AI Job Search and Matching Jobs serve different purposes. Matching Jobs provides automatic recommendations based on your profile; AI Job Search lets you actively explore with specific queries. Both will continue to be available.

Describe your dream job, point us at your resume, or share your LinkedIn profile, and let AI do the searching. AI Job Search turns the job hunt from keyword filtering into a conversation about what you actually want.