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Research Brief

Databricks

databricks.com
87ICP
Data / AI PlatformSan Francisco, CAFounded 2013
87
ICP Score
Strong Fit

Technical, engineering-led company with massive growth. Values open-source contributions and innovation.

Industry
Data / AI Platform
Team Size
7,000+
Est. Revenue
$1.6B+ ARR (2024)
Website
databricks.com

Key People

AG
Ali Ghodsi
Co-founder & CEO
MZ
Matei Zaharia
Co-founder & Chief Technologist
DC
Dave Conte
CFO

Discovery Questions

Tailored questions to ask on your call, based on research findings:

  1. 1

    How is Databricks positioning the lakehouse vs. traditional data warehouses like Snowflake?

  2. 2

    With MosaicML, what's your strategy for enterprise LLM training and deployment?

  3. 3

    How important is open source to customer acquisition and product strategy?

  4. 4

    What role does Unity Catalog play in data governance and security?

Talking Points

  • 1

    Ali Ghodsi has academic roots (Berkeley) and values technical excellence and open source

  • 2

    Lakehouse architecture is their core differentiator vs. Snowflake - understand the positioning

  • 3

    MosaicML acquisition shows aggressive AI/LLM strategy

  • 4

    Open source contributions (Spark, Delta Lake, MLflow) are central to brand identity

About

Databricks provides a unified analytics platform for data engineering, data science, and machine learning. The company pioneered the lakehouse architecture combining data lakes and data warehouses. Founded by the creators of Apache Spark, Databricks is a leading competitor to Snowflake.

Databricks Lakehouse PlatformDelta LakeMLflowUnity CatalogDatabricks SQLMosaic AI

Target market: Data teams at enterprises building data infrastructure, analytics, and AI/ML applications

Tech Stack

Core

Apache SparkDelta LakeMLflow

Languages

ScalaPythonSQL

Infrastructure

AWSAzureGCPKubernetes

AI/ML

PyTorchTensorFlowHugging Face

Hiring Signals

Open Roles
580
Growth
High

By Department

Engineering
320
Sales
115
Customer Success
70
Product
45
Marketing
30

Primary Focus: Expanding Engineering team

Recent News

Databricks acquires MosaicML for $1.3B to bolster AI capabilities2024-06-26
Databricks raises $500M at $43B valuation2024-09-13
Unity Catalog becomes open source for data governance2024-06-12

Competitive Landscape

Snowflake
Google BigQuery
AWS
Microsoft Fabric
Cloudera

This research brief is generated for demonstration purposes.Databricks is a trademark of its respective owner. Prepd is not affiliated with Databricks.

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