AI Talent Matrix Company Profile
Databricks
AI Infrastructure · San Francisco, CA, USA
Matrix Employer Score™
95.24
High confidence
Employer Intelligence Evidence
Evidence-backed signals supporting our assessment of this AI employer.
AI ImpactHigh Confidence1005 evidence itemsView evidence
Supporting signal
Production AI & Enterprise Adoption
Production AI & Enterprise Adoption
High Confidence
Oct 5, 2026
Databricks Forward Deployed Engineering reported work with more than 1,900 customers in 12 months and documented production AI deployment outcomes.
Production AI & Enterprise Adoption
High Confidence
Oct 5, 2026
Databricks reports more than 20,000 organizations worldwide, including 70% of the Fortune 500, using its data and AI platform.
Production AI & Enterprise Adoption
High Confidence
Oct 5, 2026
Databricks reported AI products exceeding a $1 billion revenue run-rate, providing direct evidence of material commercial AI adoption.
Production AI & Enterprise Adoption
High Confidence
Sep 26, 2026
Databricks data and AI platform is deployed across a broad global enterprise customer base for production analytics and AI workloads.
Enterprise Data Ai Scale
High Confidence
Sep 26, 2026
Databricks data and AI platform is deployed across a broad global enterprise customer base for production analytics and AI workloads.
AI LeadershipHigh Confidence994 evidence itemsView evidence
Supporting signal
Data & AI Platform Leadership
Data & AI Platform Leadership
High Confidence
Oct 5, 2026
Databricks maintains an active research program spanning distributed systems, data management and AI/ML systems.
Data & AI Platform Leadership
High Confidence
Oct 5, 2026
Databricks traces core platform leadership to Apache Spark, Delta Lake, MLflow, Unity Catalog and the Lakehouse architecture.
Data & AI Platform Leadership
High Confidence
Sep 26, 2026
Databricks develops Lakehouse architecture, ML/AI platforms and model/data infrastructure spanning the production AI lifecycle.
Lakehouse Ai Platform
High Confidence
Sep 26, 2026
Databricks develops Lakehouse architecture, ML/AI platforms and model/data infrastructure spanning the production AI lifecycle.
Employer StrengthHigh Confidence1005 evidence itemsView evidence
Supporting signal
Data & AI Platform Employer Strength
Data & AI Platform Employer Strength
High Confidence
Oct 5, 2026
Databricks reports more than 10,000 employees and a global enterprise operating footprint.
Data & AI Platform Employer Strength
High Confidence
Oct 5, 2026
Databricks reported revenue run-rate above $5.4 billion with year-over-year growth above 65%, supporting exceptional business scale and durability.
Data & AI Platform Employer Strength
High Confidence
Oct 5, 2026
Databricks reports a broad global partner ecosystem across cloud, technology and consulting partners.
Global Platform Capacity
High Confidence
Sep 26, 2026
Databricks has global engineering, enterprise sales, cloud partnerships and organizational capacity to operate a major data/AI platform.
Data & AI Platform Employer Strength
High Confidence
Sep 26, 2026
Databricks has global engineering, enterprise sales, cloud partnerships and organizational capacity to operate a major data/AI platform.
Market TransferabilityHigh Confidence1005 evidence itemsView evidence
Supporting signal
Data & AI Skill Transferability
Data & AI Skill Transferability
High Confidence
Oct 5, 2026
Databricks engineering work spans broadly portable capabilities including distributed systems, data engineering, machine learning and AI infrastructure.
Data & AI Skill Transferability
High Confidence
Oct 5, 2026
Databricks supports open ML and data ecosystems and interoperable technologies, reducing dependence on a single proprietary skill stack.
Data & AI Skill Transferability
High Confidence
Oct 5, 2026
Databricks open-sourced Unity Catalog and described cross-cloud, cross-format and cross-platform interoperability designed to reduce vendor lock-in.
Data Ai Portability
High Confidence
Sep 26, 2026
Data engineering, distributed systems, ML platform and AI infrastructure skills transfer exceptionally broadly across industries.
Data & AI Skill Transferability
High Confidence
Sep 26, 2026
Data engineering, distributed systems, ML platform and AI infrastructure skills transfer exceptionally broadly across 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 Infrastructure
Primary Location
San Francisco, CA, USA
Founded
2013
Employees
5000
Why AI Talent Watches Databricks
Unified analytics and AI platform for enterprises.
Why Join
Build the data and AI infrastructure powering modern enterprises. Excellent career growth for engineers working on machine learning platforms, big data, and generative AI.
Employer Intelligence
Hiring: Hiring
Talent Competition: High
Technical Bar: Very High
AI Talent Matrix Confidence: High confidence
Recent Employer Signals
Enterprise AI Platforms & Applied Engineering
Databricks continues to position engineering work around the full data-and-AI application stack, with teams spanning AI Search, Agent Bricks, Lakeflow, applications, data systems, and field engineering. Its careers materials emphasize close collaboration between engineers and researchers and shipping AI capabilities used by large enterprises.
AI Talent Matrix interpretation
This is a strong enterprise-AI and platform-engineering signal for candidates who want to work close to production data systems rather than only model research. Public careers material is directional evidence and does not automatically change Matrix Employer Score™.
Talent Intelligence
Matrix Employer Score™ Breakdown
Core Employer Intelligence
AI Impact
100
AI Leadership
99
Employer Strength
100
Market Transferability
100
Career & Workplace
Career Growth
90
Compensation
90
Engineering Culture
90
Work-Life Balance
80
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
Databricks Data Intelligence Platform, Mosaic AI, MLflow, Delta Lake, Unity Catalog
Data & Methodology
How AI Talent Matrix interprets this employer
Last Updated
8/2/2026 9:42am
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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