AI Talent Matrix Company Profile
Goodfire
AI Interpretability / AI Safety · San Francisco, California, USA
TalentScore™
97
High confidence
Hiring Signal
Hiring
Employer Strength
97
Hiring Opportunity
97
Company Overview
Employer Snapshot
AI Category
AI Interpretability / AI Safety
Primary Location
San Francisco, California, USA
Founded
2024
Employees
100
Why AI Talent Watches Goodfire
Goodfire develops interpretability tools and research systems designed to understand, inspect, and control the internal behavior of advanced AI models.
Why Join
Work on understanding and controlling frontier AI systems through mechanistic interpretability and model analysis.
Employer Intelligence
Hiring: Hiring
Talent Competition: Exceptional
Technical Bar: Exceptional
AI Talent Matrix Confidence: High confidence
Talent Intelligence
TalentScore™ Breakdown
Career Growth
100
Compensation
100
Engineering Culture
100
AI Leadership
100
Work-Life Balance
70
AI Impact
100
Career Upside
100
Talent Density
100
Hiring Opportunity
97
Talent & Career Programs
Remote Policy
On-site
Visa Sponsorship
Case by Case
Internship Program
Available
New Grad Program
Available
AI Focus
Interpretability / AI Safety / Model Understanding / Controllable AI
Flagship Products
Goodfire Interpretability Platform
Data & Methodology
How AI Talent Matrix interprets this employer
Last Updated
9/5/2026
AI Talent Matrix Confidence
High confidence
Methodology
View TalentScore™ Methodology →AI Talent Matrix scores and signals are comparative employer-intelligence indicators and should not be interpreted as guarantees of hiring, compensation, career outcomes, or individual fit.
Ready to explore opportunities?
Continue your research on Goodfire
Review the company's official website and careers page before making application or career decisions.