Employer Visibility Snapshot
Databricks ranks #4 of 50 Cloud & Data employers in United States on the PerceptionX Employer Visibility Index (September 2026), with an AI Visibility Score of 69.2 out of 100. Across all 1451 tracked employers in United States, Databricks ranks #61.
AI models most frequently position Databricks alongside Google, Microsoft, and Snowflake when discussing Cloud Data Platform employers.
The company shows strongest employer visibility in Application & Communication, Candidate Feedback and Career Opportunities.
Databricks's Visibility Score has fallen from 76.2 to 69.2 across its last 4 measurements (since January 2026), slipping 1 place in the Cloud Data Platform rankings. Snowflake has moved ahead of it. It now trails Snowflake by 2.6 points.
This analysis is based on AI-generated responses from ChatGPT, Google Gemini, and Perplexity. Data is refreshed regularly to reflect changes in AI employer perception.
Data updated 2026-09-20. Machine-readable data: https://employers.perceptionx.ai/api/company/databricks.
Theme rankings — Cloud & Data, United States
| Theme | Rank | Score |
|---|---|---|
| Company Culture | #1 | 100 |
| Candidate Feedback | #1 | 100 |
| Mission, Purpose & Impact | #1 | 66.7 |
| Application & Communication | #1 | 100 |
| Innovation | #2 | 66.7 |
| Job Security | #2 | 66.7 |
| Wellbeing & Balance | #2 | 66.7 |
| Leadership | #3 | 66.7 |
| Compensation | #3 | 66.7 |
| Career Opportunities | #3 | 66.7 |
| Interview Experience | #4 | 66.7 |
| Inclusion | #7 | 33.3 |
| Onboarding | #7 | 33.3 |
Ranking history
| Month | Rank | Visibility Score |
|---|---|---|
| March 2026 | #4 | 63.2 |
| February 2026 | #3 | 48.3 |
| January 2026 | #3 | 76.2 |
FAQs
What does Databricks's Employer Visibility Score mean?
Databricks's Visibility Score of 69.2 measures how frequently AI models like ChatGPT, Google Gemini, and Perplexity mention Databricks when candidates ask about Cloud & Data employers. A higher score means greater discoverability in AI-powered job research.
How does Databricks compare to competitors?
Databricks ranks #4 out of 50 Cloud & Data companies. AI most frequently mentions Databricks alongside Google, Microsoft, Snowflake, Salesforce, Oracle. This ranking is based on visibility across ChatGPT, Google Gemini, and Perplexity.
Why are Sentiment and Relevance locked?
Sentiment and Relevance data — along with full job function breakdowns — are part of the PerceptionX intelligence report. The public index shows Visibility only. Speak to our team to access the full picture for Databricks.
How can Databricks improve its score?
Visibility is driven by the quality, consistency, and reach of an employer's brand content across sources AI models train on. PerceptionX identifies the specific themes and platforms where Databricks is underrepresented and provides strategic recommendations to close those gaps.
How often is Databricks's data updated?
Rankings are recalculated monthly. Each update reflects the latest AI model outputs and any changes in how Databricks is described in response to candidate research queries.
Does Databricks need to be a PerceptionX customer to appear here?
No. The Visibility Index tracks employers based on how AI models describe them — any employer with sufficient AI coverage appears automatically. PerceptionX customers gain access to deeper analytics, competitive intelligence, and improvement recommendations.
What does a full PerceptionX report include?
A full PerceptionX report covers additional AI models, custom prompts tailored to your specific job functions and markets, Sentiment and Relevance scoring alongside Visibility, a breakdown of which sources AI draws on, and proprietary strategic recommendations for closing gaps in AI employer perception.