
Meet Gunjana: Corporate strategy lead
Gunjana
Candidate view
Hyr Fit
Hyr Fit is not another job board. It turns your resume into structured, matchable data, scores you against roles using real signals, and connects your application directly to structured interviews.
People should see why a role fits before they spend days inside a generic recruiting flow. Teams should review stronger signal sooner. Hyr Fit makes both sides clearer from the first screen.
How it works
Each step carries your context forward so nothing resets between handoffs.
Drop a PDF or DOCX. Hyr extracts skills, experience, and projects into a structured profile automatically.
Skills get normalized, embeddings generated, and an AI summary created across your professional data.
Personalized recommendations appear with visible match scores based on skill fit, experience, and preferences.
Apply and enter structured AI interviews directly. No re-entry, no scattered scheduling, no lost context.
1 Profile
resume uploads become structured candidate intelligence
3 Signals
skills, experience, and fit stay visible in one layer
0 Re-entry
matched candidates move into interviews without restarting
Live Match
the field updates as role context changes in real time
The Signal Field
Every line is a candidate-role connection. Hyr maps skills, experience, and fit into a living graph that reacts to context in real time.
Upload your resume and Hyr extracts structured data: normalized skills, professional summaries, skill embeddings, and experience context. Your profile becomes machine-readable intelligence that makes matching and evaluation more useful than raw text.
resume-sarah-k.pdf
AI Summary
Full-stack engineer with 6 years building production React applications. Strong TypeScript and Node.js with cloud deployment experience.
Normalized Skills
+24 moreExperience
6 years
Location
Remote
Notice
2 weeks
Hyr computes a composite match score from embedding similarity, experience fit, salary alignment, and employment preference. The score shows up directly on recommended roles so you can see the reasoning, not just a list.
Senior Frontend Engineer
Series B FintechTop Match
Staff Engineer, UI Platform
Growth-stage SaaS
When you apply, your profile data carries forward into the recruiter workflow. If the role is configured for AI interviews, you move directly into a structured evaluation flow without restarting or waiting for manual scheduling.
Intelligence Profile
1,420 tokens verified
Application Handoff
Context carried forward
Structured Interview
Ready to start · 45 min
Hiring Team Review
Awaiting completion
Real people building structured profiles and seeing fit earlier in the hiring process.

Gunjana

Lakshay

Liam
Start with Hyr Fit
Create a profile, see the match signal, and move into the Hyr flow with more context than a traditional application can provide.