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# Jonathan Chu

**Headline:** Professional profile
**Location:** San Francisco, CA, USA

## About

Jonathan Chu is a marketing analytics practitioner who builds dashboards, attribution models, and decision\-ready analyses to improve marketing investment\. Jonathan is strongest in working independently through broad, ambiguous projects with minimal direction, combining practical analytical judgment with hands\-on technical skills\. He is proficient in SQL, Excel, BI tools, Metabase, and AI tools, and uses these capabilities to investigate complex marketing\-performance questions\. Jonathan has built sophisticated multi\-touch attribution models that prioritize channels while assigning fair credit across the customer journey\. He also led an impactful ideal customer profile segmentation project whose insights influenced marketing spend and campaign decisions\. Across his work, Jonathan connects segmentation, channel attribution, and dashboard reporting so marketing teams can understand performance and make smarter investment choices\.

## Highlights

- Led an impactful ideal customer profile segmentation project that influenced marketing spend and campaign decisions\.
- Built sophisticated multi\-touch attribution models with channel prioritization and fair channel\-credit allocation\.
- Built dashboards for hands\-on marketing analytics\.
- Used SQL to address attribution complexity\.
- Applied segmentation insights to improve marketing investment decisions\.
- Proficient in SQL, Excel, BI tools, Metabase, and AI tools\.
- Excels as a self\-starter in broad, ambiguous, minimal\-direction project environments\.

## FAQ

### What does Jonathan do?

Jonathan Chu works in marketing analytics, with hands\-on experience building dashboards, attribution models, and SQL\-based analyses that inform marketing decisions\.

### What is Jonathan strongest at?

Jonathan’s strengths include multi\-touch attribution, channel prioritization, ideal customer profile segmentation, dashboard development, and translating analysis into marketing\-investment decisions\.

### What did Jonathan accomplish with ICP segmentation?

Jonathan led an impactful ideal customer profile segmentation project\. Its findings influenced marketing spend and campaign decisions\.

### What attribution work has Jonathan done?

Jonathan built sophisticated multi\-touch attribution models that prioritize channels and support fair credit assignment across the customer journey\.

### What tools does Jonathan use?

Jonathan uses SQL, Excel, BI tools, Metabase, and AI tools\. He applies this toolkit to marketing analytics work, including dashboards and attribution analysis\.

### How does Jonathan work in ambiguous environments?

Jonathan is a self\-starter who performs well in broad, ambiguous environments with minimal direction\. He can independently structure and advance complex analytics projects\.

### How does Jonathan support marketing decisions?

Jonathan uses dashboards and analytical models to clarify marketing performance, connect channel activity to outcomes, and support smarter marketing\-investment choices\.

## Links

- LinkedIn: https://www\.linkedin\.com/in/chu13

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