10x recruiters will use AI tools

to outperform everyone

Contrario is on a mission to equip recruiters with AI tools that give them superhuman efficiency—helping them identify the highest-odds roles for top candidates, surface overlooked talent, and move faster than ever before.

View features

Trusted Teams Hiring with Contrario

Features In Development

Smart Submit AI

Built

Input one resume and get a tailored scorecard evaluating your candidate’s fit for a role.


  • Highlights how many core requirements and green flags the candidate meets


  • Surfaces key strengths and areas for improvement in plain language


  • Provides an overall match score based on embedded criteria (pedigree, YOE, etc.)

Best for :

In house recruiters

Contrario Recruiters

AI GitHub Sourcing layer

In Progress

Search engineers by role and tech tags (e.g. “Founding AI Engineer, Python, LLMs”).


  • Pulls top contributors from GitHub and Stack Overflow with public code history


  • Filters by commit quality, repo relevance, and alignment with your tech stack


  • Ready for exporting to your recruiting workflow

Best for :

All Recruiters

Top Contributor

Tags Search For

Top GitHub Match

Founding Engineer

Michael Jaworski

Sarah Markowitz

Vidhut Srivastava

Founding Engineer at Notion

ML Lead at Stripe

AI Researcher at Hugging Face


Relevant Areas

RAG

NLP

74%

56%

Jared Lin

Founding ML Engineer at Perplexity

JUL

MON

TUE

WED

JUN

AUG

SEP

OCT

NOV

DEC

JAN

56%

Cross Placement AI Tool

In Progress

Input a single candidate and get a ranked list of roles most likely to close across open searches.


  • Matches based on factors like experience tier, technical stack, compensation, and team stage


  • Takes into account close probability from past behavior and offer success rates


  • We also factor in candidate risk appetite (e.g. early vs late-stage preferences) and urgency of each role

Best for :

Contrario Recruiters

Recruiter - Role Match

In Progress

Assign roles to recruiters based on historical success metrics.


  • Upload open roles and recruiter history to generate smart match suggestions


  • Matches factor in past placements, domain expertise, and fill rates


  • View recruiter-role fit scores with contextual insights

Best for :

Staffing Agencies

Contrario Recruiters

Recruiter OS

In Progress

Upload active roles and your candidate inventory to unlock a private match dashboard.


  • Automatically surfaces high-probability candidate-role matches


  • Includes match scores, recruiter-specific guidance, and historical performance insights


  • Option to white-label and integrate with tools like Loxo, Ashby, and Greenhouse

Best for :

Staffing Agencies

Start earning by placing top candidates today

Built for recruiters who move fast.

Apply as Recruiter