Data & Analytics
Data Analyst Resume Example
Senior data analyst at a high-growth SaaS company — experimentation, dashboards, and revenue analytics.
Legend Analysis
Mid Level93
ATS Score
91
Recruiter
92
Legend Score
Industry Rating: ★★★★☆
Why this resume works
Leads with business questions answered and dollars influenced — not tools used. Analysts are hired on decisions, not dashboards.
- $3.1M ARR from A/B test recommendation — direct revenue link.
- Replaced 14 brittle SQL scripts with dbt — shows engineering discipline.
- Adopted as 'source of truth' by finance — organizational trust signal.
ATS keywords detected
SQLPythondbtSnowflakeTableauA/B TestingCausal Inference
Skills strategy: Lists SQL dialects and BI tools individually — keyword matchers are exact.
Amelia Park
Senior Data Analyst
amelia.park@email.com · +1 (415) 555-0124 · Remote (US) · linkedin.com/in/ameliapark
Summary
Senior data analyst with 6+ years driving product, marketing, and finance decisions at high-growth SaaS companies. Built 40+ executive dashboards and ran 60+ experiments that influenced $48M+ in annual revenue.
Experience
Senior Data Analyst, Growth · NotionJan 2022 – Present
Remote
- Analyzed 64 growth experiments; recommendation drove +12% trial-to-paid conversion ($6.4M ARR).
- Built dbt models powering all executive dashboards — replaced 22 brittle SQL scripts.
- Partnered with finance on the weekly revenue forecast model, now the company source of truth.
- Designed the company's first multi-touch attribution model across paid, organic, and lifecycle.
- Mentor 3 junior analysts and led recruiting interviews for 14 candidates.
Data Analyst · Helix AnalyticsAug 2020 – Dec 2021
San Francisco, CA
- Built executive-facing Tableau dashboard tracking $14M in paid-media spend, adopted by CMO and 3 VPs.
- Built an attribution model that reallocated $1.2M paid spend, lifting ROAS by 31%.
- Owned the Looker instance for 60 stakeholders across product, growth, and CS.
Analytics Associate · WayfairJul 2018 – Jul 2020
Boston, MA
- Automated weekly merchandising reports in SQL and Python, saving 12 analyst-hours per week.
- Built a churn early-warning model adopted by the CS team, reducing logo churn by 9%.
Education
Carnegie Mellon University2014 – 2018
B.S., Statistics & Machine Learning
GPA 3.85 · Dean's List
Skills
SQL • Python (pandas, NumPy) • dbt • Snowflake • BigQuery • Tableau • Looker • Power BI • A/B Testing • Causal Inference • Excel • Forecasting
Projects
Certifications
Google Data Analytics Professional Certificate · Tableau Desktop Specialist · dbt Analytics Engineering
Copy any section
One-click copy to clipboardProfessional Summary
Senior data analyst with 6+ years driving product, marketing, and finance decisions at high-growth SaaS companies. Built 40+ executive dashboards and ran 60+ experiments that influenced $48M+ in annual revenue.
Skills Section
SQL · Python (pandas, NumPy) · dbt · Snowflake · BigQuery · Tableau · Looker · Power BI · A/B Testing · Causal Inference · Excel · Forecasting
Experience Format
Senior Data Analyst, Growth — Notion
Jan 2022 – Present
• Analyzed 64 growth experiments; recommendation drove +12% trial-to-paid conversion ($6.4M ARR).
• Built dbt models powering all executive dashboards — replaced 22 brittle SQL scripts.
• Partnered with finance on the weekly revenue forecast model, now the company source of truth.
• Designed the company's first multi-touch attribution model across paid, organic, and lifecycle.
• Mentor 3 junior analysts and led recruiting interviews for 14 candidates.
Data Analyst — Helix Analytics
Aug 2020 – Dec 2021
• Built executive-facing Tableau dashboard tracking $14M in paid-media spend, adopted by CMO and 3 VPs.
• Built an attribution model that reallocated $1.2M paid spend, lifting ROAS by 31%.
• Owned the Looker instance for 60 stakeholders across product, growth, and CS.
Analytics Associate — Wayfair
Jul 2018 – Jul 2020
• Automated weekly merchandising reports in SQL and Python, saving 12 analyst-hours per week.
• Built a churn early-warning model adopted by the CS team, reducing logo churn by 9%.
Achievement Structure
• Analyzed 64 growth experiments; recommendation drove +12% trial-to-paid conversion ($6.4M ARR).
• Built dbt models powering all executive dashboards — replaced 22 brittle SQL scripts.
• Partnered with finance on the weekly revenue forecast model, now the company source of truth.
• Designed the company's first multi-touch attribution model across paid, organic, and lifecycle.
• Mentor 3 junior analysts and led recruiting interviews for 14 candidates.
Role Insights — Data Analyst
Live market intelligence for this profession.
Average Salary
$78k – $155k
USD / year
Job Growth
+23% YoY
Year-over-year
Top Hiring Companies
AirbnbSpotifyUberDatadogSnowflakeShopify
Most Requested Skills
SQLPythonTableauLookerA/B Testing
Top Missing Skills
- SQL
- Tableau
- Power BI
Most Valuable Certification
Google Data Analytics Professional
By Google
Avg uplift
+8% salary
Interview Insights
Most common questions hiring managers ask for this role.
1
Write a SQL query to find the 2nd highest salary per department.
2
How would you measure success of a new onboarding flow?
3
Explain p-values to a non-technical stakeholder.
4
Walk me through a dashboard you built end-to-end.
Career Roadmap
Typical progression for this role.
Junior Data Analyst
Data Analyst
Senior Data Analyst
Analytics Manager
Director of Analytics
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Top ATS keywords
SQLPythonTableauPower BIdbtLookerETLA/B TestingStatisticsSnowflake
Writing tips for this role
- Lead with the business question you answered, not the tool you used.
- Quantify dollar impact, time saved, or revenue moved by your analysis.
- Show a portfolio of dashboards or notebooks — Tableau Public, GitHub, or a personal site.