AI Talent Matrix Company Profile
Scale AI
AI Data Platform · San Francisco, CA, USA
Matrix Employer Score™
94.52
High confidence
Employer Intelligence Evidence
Evidence-backed signals supporting our assessment of this AI employer.
AI ImpactHigh Confidence1004 evidence itemsView evidence
Supporting signal
Production AI & Enterprise Adoption
Production AI & Enterprise Adoption
High Confidence
Sep 26, 2026
Scale ended 2025 with well over $1B in new business, including major enterprise customers, large U.S. government awards and international public-sector expansion.
Data Eval Government Scale
High Confidence
Sep 26, 2026
Scale ended 2025 with well over $1B in new business, including major enterprise customers, large U.S. government awards and international public-sector expansion.
AI Data And Applied AI Platform
High Confidence
Sep 19, 2026
Scale provides high-quality data, evaluations and full-stack applied AI systems used by model developers, enterprises and governments.
Production AI & Enterprise Adoption
High Confidence
Sep 19, 2026
Scale provides high-quality data, evaluations and full-stack applied AI systems used by model developers, enterprises and governments.
AI LeadershipHigh Confidence995 evidence itemsView evidence
Supporting signal
Data & AI Platform Leadership
Data & AI Platform Leadership
High Confidence
Sep 26, 2026
Scale develops data infrastructure, model evaluation, SEAL leaderboards and production AI systems for frontier labs, enterprises and governments.
Data Eval Reliable Ai Stack
High Confidence
Sep 26, 2026
Scale develops data infrastructure, model evaluation, SEAL leaderboards and production AI systems for frontier labs, enterprises and governments.
Frontier Evaluation And Agent Research
High Confidence
Sep 19, 2026
Scale research roles cover LLM post-training, evaluations, agent environments, reward signals, benchmarking and production agent systems.
Scale Labs Research Breadth
High Confidence
Sep 19, 2026
Scale Labs covers model capability, agentic and multimodal systems, post-training, evaluations and enterprise deployment, supporting strong research and deployment assessments.
Data & AI Platform Leadership
High Confidence
Sep 19, 2026
Scale research roles cover LLM post-training, evaluations, agent environments, reward signals, benchmarking and production agent systems.
Employer StrengthHigh Confidence1004 evidence itemsView evidence
Supporting signal
Data & AI Platform Employer Strength
Data & AI Platform Employer Strength
High Confidence
Sep 26, 2026
Scale operates across frontier AI labs, Fortune 500 enterprises, U.S. government and international public sector with large commercial and delivery capacity.
Global Ai Infrastructure Execution
High Confidence
Sep 26, 2026
Scale operates across frontier AI labs, Fortune 500 enterprises, U.S. government and international public sector with large commercial and delivery capacity.
Enterprise Deployment Capacity
High Confidence
Sep 19, 2026
Scale careers describes enterprise-grade GenAI deployment across large enterprises, governments and regulated industries, including multi-cloud infrastructure.
Data & AI Platform Employer Strength
High Confidence
Sep 19, 2026
Scale careers describes enterprise-grade GenAI deployment across large enterprises, governments and regulated industries, including multi-cloud infrastructure.
Market TransferabilityHigh Confidence994 evidence itemsView evidence
Supporting signal
Data & AI Skill Transferability
Data & AI Skill Transferability
High Confidence
Sep 26, 2026
Data infrastructure, model evaluation, RLHF, benchmarking and AI operations skills transfer exceptionally broadly across frontier labs, enterprises and government AI.
Data Eval Portability
High Confidence
Sep 26, 2026
Data infrastructure, model evaluation, RLHF, benchmarking and AI operations skills transfer exceptionally broadly across frontier labs, enterprises and government AI.
Data & AI Skill Transferability
High Confidence
Sep 19, 2026
Scale technical roles span data infrastructure, LLM training, evaluations, agents, enterprise deployment and distributed systems across multiple industries.
Cross-Domain AI Systems Skills
High Confidence
Sep 19, 2026
Scale technical roles span data infrastructure, LLM training, evaluations, agents, enterprise deployment and distributed systems across multiple industries.
Matrix Employer Score™ components are supported by structured employer evidence, versioned methodologies, and confidence ratings.
Hiring Signal
Hiring
Employer Signal
100
Hiring Opportunity
64
Company Overview
Employer Snapshot
AI Category
AI Data Platform
Primary Location
San Francisco, CA, USA
Founded
2016
Employees
800
Why AI Talent Watches Scale AI
Data infrastructure for AI, specializing in labeling and annotation.
Why Join
Accelerate the development of frontier AI by building the world's leading data infrastructure for machine learning, autonomous vehicles, defense, and generative AI companies.
Employer Intelligence
Hiring: Hiring
Talent Competition: High
Technical Bar: High
AI Talent Matrix Confidence: High confidence
Recent Employer Signals
Reliable AI Systems, Applied AI & Early-Career Access
Scale AI describes its mission around developing reliable AI systems for important decisions, combining data infrastructure, model-development support, and applied enterprise and government AI. It also maintains a dedicated university-student career pathway for internships and new graduates working on high-impact AI projects.
AI Talent Matrix interpretation
Scale presents a broad career surface across AI data, evaluation, model support, applied AI, and enterprise deployment, with a visible early-career entry point. Careers-page signals indicate opportunity and positioning, not completed hiring or an automatic score change.
Talent Intelligence
Matrix Employer Score™ Breakdown
Core Employer Intelligence
AI Impact
100
AI Leadership
99
Employer Strength
100
Market Transferability
99
Career & Workplace
Career Growth
90
Compensation
80
Engineering Culture
90
Work-Life Balance
90
Evidence-Backed Signals
Career Upside
90
Talent Density
90
Hiring Opportunity
64
Talent & Career Programs
Remote Policy
Hybrid
Visa Sponsorship
Yes
Internship Program
Available
New Grad Program
Available
AI Focus
AI Infrastructure
Flagship Products
Scale Data Engine; Scale Generative AI Platform; Scale Donovan
Data & Methodology
How AI Talent Matrix interprets this employer
Last Updated
8/1/2026 11:41am
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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