Sophie Ryan

S

Data Analyst at VMware | ex-Bain & Company

VMware
Boston, MA · ET (UTC-5)
2+ years experience
Stanford University
English
Learning
Messaging unavailable

Overview

2 years in data science and analytics, the last 1 at VMware, where I work on the product analytics team. Wrote the metric definitions the leadership team reviews every week. Taught SQL to 104 non-analysts. Previously at Bain & Company. Most at home with funnel analysis and SQL. Open-source contributor on weekends.

Good reasons to reach out
  • Mentors who have done this before
  • Second opinions on Amplitude decisions
  • Questions about product analytics
  • Working sessions on dbt
Please don't message about
  • Agency or outsourcing pitches
  • Unpaid work or spec projects
  • Survey or panel invitations

Usually replies within a day

Skills
AmplitudedbtPythonSQLTableaufunnel analysis
LearningLearning something
closes in 3 months

Looking for feedback on my portfolio from someone in food delivery

Goal
Move from individual contributor to leading a small product analytics team.
Where I am now
Some experience
Ideal mentor
Someone who has worked in product analytics for a few years
Cadence
Monthly
What I can offer back
Help with frontend work

2 years in so far. Looking for honest feedback, once or twice a month.

Boston, MAamplitudefunnel analysissql
Open

Experience

  1. Data Analyst
    Apr 2026 - Present
    VMware · 6 mo · Full-time · Boston, MA
    • Taught SQL to 104 non-analysts.
    • Replaced 73 hand-built dashboards with one metrics layer people trust.
    • Wrote the metric definitions the leadership team reviews every week.
  2. Data Analyst
    Oct 2024 - Apr 2026
    Bain & Company · 1 yr 6 mo · Full-time · Boston, MA
    • Taught SQL to 128 non-analysts.

Projects

Conference talk: lessons from product analytics
2024

What went wrong and what worked while scaling product analytics.

Product analytics benchmark
2022

Reproducible benchmarks comparing Python and SQL on real workloads.

References

No references yet.

Education

  1. Stanford University
    BS, Physics
    2019 - 2023

Details

Compensation expectations
What they are targeting for their next role.
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Direct contact details
Direct email and a scheduling link.
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