Jack Carroll
SHead of Data at Jade Mobility · Demand forecasting
- Jade Mobility
- San Francisco, CA · PT (UTC-8)
- 11+ years experience
- Stanford GSB
- English
Messaging unavailable
Overview
I've spent 16 years on demand forecasting - first at PwC, now at Jade Mobility. Reduced stock-outs by 17% in the first season. Before that: Bain & Company and Amazon. Most at home with inventory optimisation and time series. Bird-watcher and amateur naturalist.
Good reasons to reach out
- Second opinions on Spark decisions
- Working sessions on Python
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- Unpaid work or spec projects
- SEO and link-building offers
Skills
PythonSQLinventory optimisationtime seriesSparkProphet
Experience
- Head of DataSep 2025 - PresentJade Mobility · 1 yr 1 mo · Full-time · San Francisco, CA
- Built the forecasting models now used in 7 product decisions a quarter.
- Reduced stock-outs by 18% in the first season.
- Taught SQL to 104 non-analysts.
- Data AnalystFeb 2022 - Sep 2025Bain & Company · 3 yr 7 mo · Full-time · San Francisco, CA
- Replaced 91 hand-built dashboards with one metrics layer people trust.
- Data AnalystJul 2018 - Feb 2022Amazon · 3 yr 7 mo · Full-time · San Francisco, CA
- Cut forecast error from 30% to 8% across 3870 SKUs.
- Senior Data ScientistMar 2017 - Jul 2018Johnson & Johnson · 1 yr 4 mo · Full-time · San Francisco, CA
- Built the forecasting models now used in 10 product decisions a quarter.
- Data ScientistSep 2015 - Mar 2017PwC · 1 yr 6 mo · Full-time · San Francisco, CA
- Taught SQL to 169 non-analysts.
- Wrote the metric definitions the leadership team reviews every week.
References
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Education
- Stanford GSBMBA, Business Administration2013 - 2015
- Princeton UniversityAB, Operations Research2006 - 2010
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