AI Talent Matrix Company Profile
HiddenLayer
AI Security · Austin, Texas, USA
Matrix Employer Score™
95.06
High confidence
Employer Intelligence Evidence
Evidence-backed signals supporting our assessment of this AI employer.
AI ImpactHigh Confidence943 evidence itemsView evidence
Supporting signal
AI Safety/Security Deployment & Risk Impact
AI Safety/Security Deployment & Risk Impact
Medium Confidence
Oct 7, 2026
HiddenLayer's July 2, 2024 financial-services case study describes adversarial evaluation of fraud-detection models for an unnamed company with more than 50 million users and 5 billion yearly transactions, delivering a prioritized exploit list for remediation.
Enterprise Ai Security Scale
High Confidence
Sep 26, 2026
HiddenLayer reports 50+ new platform customers in the past year across banking, insurance, government, technology, pharmaceuticals, airlines and defense, and support for a frontier model provider serving more than 700M weekly users.
AI Safety/Security Deployment & Risk Impact
High Confidence
Sep 26, 2026
HiddenLayer reports 50+ new platform customers in the past year across banking, insurance, government, technology, pharmaceuticals, airlines and defense, and support for a frontier model provider serving more than 700M weekly users.
AI LeadershipHigh Confidence963 evidence itemsView evidence
Supporting signal
AI Security & Safety Leadership
AI Security & Safety Leadership
High Confidence
Oct 7, 2026
HiddenLayer publishes TokenBreak research identifying tokenizer-dependent evasion of text classification defenses: tested BPE and WordPiece models were susceptible while tested Unigram models were not. The named original research is distinct from the general platform description.
AI Security & Safety Leadership
High Confidence
Sep 26, 2026
HiddenLayer develops purpose-built AI security across discovery, supply chain security, red teaming and runtime protection for predictive, generative and agentic AI.
Ai Runtime Security
High Confidence
Sep 26, 2026
HiddenLayer develops purpose-built AI security across discovery, supply chain security, red teaming and runtime protection for predictive, generative and agentic AI.
Employer StrengthHigh Confidence963 evidence itemsView evidence
Supporting signal
AI Security & Evaluation Employer Strength
AI Security & Evaluation Employer Strength
High Confidence
Oct 7, 2026
HiddenLayer announced Microsoft Azure AI as a user of its Model Scanner in May 2024, scanning curated third-party and open-source models for malware, vulnerabilities and tampering. This named commercial platform relationship is distinct from the existing financing evidence.
AI Security & Evaluation Employer Strength
High Confidence
Sep 26, 2026
HiddenLayer raised a $100M Series B after more than 10x ARR growth and expanded a specialized AI-security research and go-to-market organization.
Security Platform Scale
High Confidence
Sep 26, 2026
HiddenLayer raised a $100M Series B after more than 10x ARR growth and expanded a specialized AI-security research and go-to-market organization.
Market TransferabilityHigh Confidence983 evidence itemsView evidence
Supporting signal
AI Safety & Security Skill Transferability
AI Safety & Security Skill Transferability
High Confidence
Oct 7, 2026
HiddenLayer work spans AI threat and vulnerability research, cloud infrastructure security, threat hunting, logging and endpoint security, AI security product engineering and solutions architecture that deploys SDK/API integrations in SaaS and fully disconnected air-gapped environments.
AI Safety & Security Skill Transferability
High Confidence
Sep 26, 2026
AI security, adversarial ML, runtime defense and governance skills transfer broadly across enterprise security, model platforms and frontier AI organizations.
Ai Security Portability
High Confidence
Sep 26, 2026
AI security, adversarial ML, runtime defense and governance skills transfer broadly across enterprise security, model platforms and frontier AI organizations.
Matrix Employer Score™ components are supported by structured employer evidence, versioned methodologies, and confidence ratings.
Hiring Signal
Hiring
Employer Signal
96
Hiring Opportunity
92
Company Overview
Employer Snapshot
AI Category
AI Security
Primary Location
Austin, Texas, USA
Founded
2022
Employees
150
Why AI Talent Watches HiddenLayer
HiddenLayer develops security technology designed to detect, monitor, and defend machine learning models and AI systems from adversarial threats.
Why Join
Work on emerging AI security problems including model attacks, AI threat detection, and defensive systems.
Employer Intelligence
Hiring: Hiring
Talent Competition: Very High
Technical Bar: Exceptional
AI Talent Matrix Confidence: High confidence
Talent Intelligence
Matrix Employer Score™ Breakdown
Core Employer Intelligence
AI Impact
94
AI Leadership
96
Employer Strength
96
Market Transferability
98
Career & Workplace
Career Growth
100
Compensation
90
Engineering Culture
100
Work-Life Balance
80
Evidence-Backed Signals
Career Upside
100
Talent Density
100
Hiring Opportunity
92
Talent & Career Programs
Remote Policy
Remote Friendly
Visa Sponsorship
Case by Case
Internship Program
Limited
New Grad Program
Limited
AI Focus
AI Security / Model Security / Threat Detection / AI Red Teaming
Flagship Products
HiddenLayer AISec Platform
Data & Methodology
How AI Talent Matrix interprets this employer
Last Updated
9/5/2026
AI Talent Matrix Confidence
High confidence
Methodology
View Matrix Employer Score™ 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.
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