# Bessemer Emerging Cloud Index Talent Map

## Company Job Change Trends

**Click a company to see job change trends below.**

**Scroll down for full company data** ⬇

### Companies

- Amplitude
- AppFolio
- Asana
- Atlassian
- AvePoint
- AvidXchange
- BILL
- BigCommerce
- BlackLine
- Block
- Box
- Braze
- C3 AI
- Clearwater Analytics
- Cloudflare
- Confluent
- CrowdStrike
- Datadog
- Definitive Healthcare
- DigitalOcean
- DocuSign
- Dropbox
- Elastic
- Fastly
- Five9
- Freshworks
- GitLab
- HubSpot
- JFrog
- Klaviyo
- MongoDB
- Okta
- Olo
- PagerDuty
- PayPal
- Paycom
- Paylocity
- Procore Technologies
- Q2
- Qualys
- RingCentral
- Salesforce
- Samsara
- SentinelOne
- ServiceNow
- Shopify
- Smartsheet
- Snowflake
- Sprinklr
- Sprout Social
- Squarespace
- Stealth
- Tenable
- Toast
- Twilio
- UiPath
- Veeva Systems
- Wix
- Workday
- Workiva
- Yext
- ZOOM
- ZoomInfo
- Zscaler
- Zuora

### Job Changes Between Companies

| Departed | Joined | Joined & Departed |
|----------|--------|--------------------|

### Company Data: Snowflake

**Key people tracked by Live Data**  
- Current: 8,239  
- Alumni: 4,812

### Talent Distribution by Department

- **Annual Change:** 15.8%  
- **Departments:**  
  - Engineering: 45% ▲ 713  
  - Sales and Support: 26% ▼ 148  
  - Marketing and Product: 8% ▲ 94  
  - Business Management: 6% ▲ 88  
  - Other: 15% ▲ 62

### Employee Departure and Arrival Rate

| Company                    | Arrival Rate | Departure Rate |
|---------------------------|--------------|----------------|
| Amazon                    | 3.2%         | -              |
| Oracle                    | 3.9%         | 4.4%           |
| Salesforce                | 5.1%         | 5%             |
| Amazon Web Services (AWS) | 5.6%         | -              |
| Google                    | 5.5%         | -              |
| Microsoft                 | 6.5%         | -              |
| Snowflake                 | 93.2%        | -              |

### Current Employees by Alma Mater

- University of California, Berkeley
- San Jose State University
- University of Washington
- Carnegie Mellon University
- University of Southern California
- Georgia Institute of Technology
- Stanford University
- Cornell University
- The University of Texas at Austin
- California Polytechnic State University - San Luis Obispo

### Employee Tenure by Level

- All: Average 3.6 yrs  
- C-Team  
- VP  
- Director  
- Staff

### Key Employee Count by Department

| Department    | Count  | Annual Change |
|---------------|--------|---------------|
| Engineering    | 2.8K   | 16.4%         |
| Sales         | 2.9K   | -             |
| Operations    | 3K     | -             |
| Finance       | 3.1K   | -             |