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Ruben N.
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Ruben N.

Data Engineer | Python, ML, Snowflake, ETL, Cloud

From Data to Value! I’m a senior data engineer with 8+ years working across SaaS, analytics, and cloud platforms. My work sits at the intersection of data engineering and cloud architecture, helping companies move from scattered data to structured, decision-ready systems. I’ve led data platform builds from scratch, but also stepped into existing environments to fix pipelines that were slow, fragile, or impossible to maintain. Data Engineering ▪️ Designing ETL pipelines that are stable and easy to debug ▪️ Building warehouse layers that support real analytics, not just storage ▪️ Cleaning and restructuring legacy data systems Cloud Data Platforms ▪️ Snowflake, AWS, and modern data stack implementations ▪️ Data architecture that scales without unnecessary complexity ▪️ Cost aware infrastructure design Analytics & ML Support ▪️ Preparing datasets for reporting and forecasting ▪️ Supporting BI tools like Tableau and Power BI ▪️ Structuring data for ML pipelines when needed Let’s put your data to work where it matters most.

🇺🇸Ontario, United States$70/hr100% JSS5.00 (2)Since Mar 2026

Earnings and projects

MRR (estimate)
≈$2.4k

An estimate from an earlier read

World#17,516 / 412k
🇺🇸Country#4,182 / 62.1k
Revenue, last 30 days
$7.8k

Last 6 months: $13k

World#2,492 / 412k
🇺🇸Country#1,012 / 62.1k
Total earnings
$13k

Billed in all: $13k

World#176,782 / 412k
🇺🇸Country#28,557 / 62.1k
Per project
$2.1k

$2.1k in the last 6 months

World#73,849 / 412k
🇺🇸Country#12,364 / 62.1k
Projects, last 6 months
6
17% fixed83% hourly
World#34,407 / 412k
🇺🇸Country#4,906 / 62.1k
Projects in all
6
17% fixed83% hourly
World#250,292 / 412k
🇺🇸Country#35,789 / 62.1k

Earnings, last 30 days

$13.4k+$7.5k earned in the last 30 daysBilled in all, before Upwork's fee · drag across the chart to see what was earned in any stretch
$5k$10k$15kOct 9Oct 24Nov 8

No data since Nov 5, 2026.

Skill rankings: Top 4% in Database

Ranked by MRR among everyone on Upwork with the skill.

  1. #39Databricks Platform460 freelancers · 🇺🇸 #8Top 8%
  2. #41Apache Airflow491 freelancers · 🇺🇸 #2Top 8%
  3. #42Big Data559 freelancers · 🇺🇸 #7Top 8%
  4. #59Data Warehousing494 freelancers · 🇺🇸 #13Top 12%
  5. #85Snowflake621 freelancers · 🇺🇸 #26Top 14%
  6. #144Database3,249 freelancers · 🇺🇸 #29Top 4%
  7. #147Tableau2,183 freelancers · 🇺🇸 #63Top 7%
  8. #148Data Engineering1,602 freelancers · 🇺🇸 #35Top 9%