Cameron Spencer

S

Analytics Manager at Grab · Experimentation · Python, CUPED

Grab
Melbourne, Australia · AEST (UTC+10)
8+ years experience
Kyoto University
English
Messaging unavailable

Overview

Based in Melbourne. I lead experimentation at Grab. Built the experimentation models now used in 7 product decisions a quarter. Ran 158 experiments last year and made the readouts self-serve. Before that: PwC and Foxconn. Most at home with Bayesian statistics and causal inference. Into vintage synthesizers.

Good reasons to reach out
  • Questions about experimentation
  • Working sessions on Bayesian statistics
Please don't message about
  • Agency or outsourcing pitches
  • SEO and link-building offers

Slower in the last week of each quarter

Skills
A/B testingBayesian statisticsCUPEDcausal inferencePythonSQL

Experience

  1. Analytics Manager
    May 2025 - Present
    Grab · 1 yr 5 mo · Full-time · Melbourne, Australia
    • Cut the time to a trustworthy experiment readout from 4 weeks to 5 days.
    • Wrote the metric definitions the leadership team reviews every week.
    • Built the experimentation models now used in 9 product decisions a quarter.
  2. Data Scientist
    Aug 2021 - May 2025
    PwC · 3 yr 9 mo · Full-time · Melbourne, Australia
    • Replaced 80 hand-built dashboards with one metrics layer people trust.
  3. Data Analyst
    Jul 2019 - Aug 2021
    Foxconn · 2 yr 1 mo · Full-time · Melbourne, Australia
    • Cut the time to a trustworthy experiment readout from 2 weeks to 6 days.
    • Replaced 50 hand-built dashboards with one metrics layer people trust.
  4. Data Analyst
    Oct 2018 - Jul 2019
    LG Electronics · 9 mo · Full-time · Melbourne, Australia
    • Taught SQL to 96 non-analysts.

Projects

Write-up: experimentation in practice
2024

A long-form guide to experimentation for people starting out.

Side project: a habit tracker
2022

Built with A/B testing and CUPED. 4805 people used it last year.

References

No references yet.

Education

  1. Kyoto University
    BSc, Computer Science
    2013 - 2017

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