Back to Success Stories
Spotify•
4 years experience
Stephanie Garcia
Data Analyst → Senior Data Engineer
LandedSpotify•Senior Data Engineer (Remote)•$165,000 USD (remote from Sweden)
64 → 86
Resume Score
1 → 6
Interviews
75 minutes
Time to Improve
Background
Industry
Music Streaming
Experience
4 years
Location
Stockholm, Sweden (Remote)
The Challenge
Before Resume Scorer
Applications30
Interviews1
Interview Rate3.3%
Timeline5 months
Main Pain Points
- Resume showed analysis skills, not engineering
- Missing data pipeline and ETL experience
- No cloud data platform experience (Snowflake, BigQuery)
- Positioned as analyst, not engineer
The Solution
1
Engineering vs Analysis
Before
Analyzed user behavior and created dashboards
After
Built data pipelines processing 10B events daily, designed data warehouse schema, implemented real-time streaming
Impact
Repositioned from analyst to engineer
2
Tech Stack
Before
SQL, Python, Tableau, Excel
After
Added: Airflow, dbt, Snowflake, Kafka, Spark, Kubernetes, Terraform—full data engineering stack
Impact
Data engineering keyword match increased from 20% to 92%
3
Infrastructure
Before
Queried databases and created reports
After
Architected data platform on GCP, reduced pipeline latency from 24hrs to 15min, scaled to 100PB data warehouse
Impact
Showed infrastructure and scale expertise
The Results
After Resume Scorer
Applications18
Interviews6
Interview Rate33.3%
Timeframe4 weeks
Interview Rate Increase
+909%
Increased from 3.3% to 33.3%
Landed Job
Spotify•Senior Data Engineer (Remote)•$165,000 USD (remote from Sweden)
"I was doing data engineering work but my resume said data analyst. Resume Scorer helped me reposition and highlight the pipelines, infrastructure, and scale that engineering roles care about."
— Stephanie Garcia, Senior Data Engineer at Spotify
Ready to Transform Your Resume?
Get the same expert analysis that helped Stephanie Garcia land their dream job. See exactly what to fix in your resume.
Check Your Resume NowSimilar Success Stories
Michael Rodriguez - SDE II at Amazon
fintechengineeringfull-stack
Sarah Chen - Senior PM at TechCorp
b2b-saasproductb2b-saas
See how others improved their resumes and landed their dream jobs.