Edmund Hart
Head Of Product Data Science - Apple Services
Cupertino, California, United States
Summary
👤
Senior🎓
Top SchoolEdmund Hart is a senior data science and machine learning leader with 14 years of experience applying statistical modeling and production ML to consumer products and services at Apple. He currently heads Product Data Science for Apple Services, scaling recommendation, NLP, and forecasting solutions across App Store, Apple Music, TV+, Fitness+, and Podcasts. Trained as an ecologist with a PhD in Ecology and Evolutionary Biology, he brings a rare interdisciplinary perspective—combining evolutionary modeling, field research (including social spider behavior), and large-scale product analytics—to solve complex product problems. He has balanced academic roles as a Research Associate Professor with hands-on engineering and data plumbing to move models from prototypes into robust, instrumented production. Known for mentoring cross-functional teams, he blends scientific rigor with product sensibility to improve user experiences at scale.
14 years of coding experience
9 years of employment as a software developer
Doctor of Philosophy (PhD) Ecology and Evolutionary Biology, Doctor of Philosophy (PhD) Ecology and Evolutionary Biology at University of VermontBachelor of Science (B.S.) Environmental Biology, Bachelor of Science (B.S.) Environmental Biology at University of Massachusetts Amherst
Github Skills (72)
ecology10
prism10
bank10
r10
data-wrangling10
data-visualization10
stable10
r-package10
carbon-emissions10
noaa-data10
visualization10
data-visualisation10
climate-science10
alpha9
noaa9
Programming languages (5)
Github contributions (5)
emhart/10-simple-rules-data-storage
Feb 2015 - Oct 2016
Contributions:2 releases, 108 commits, 70 PRs in 1 year 8 months
plosbiologysharingdata-sharingbioinformatics
lwasser/neonESA2014_DPS
Jul 2014 - Oct 2014
Contributions:31 commits in 2 months
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