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

Roles