Demographic Data Scientist
Core
Distill data into actionable visualizations and statistical models to understand human populations and improve Apple hardware design from a human factors perspective.
Role type
Senior IC demographic data scientist (human factors)
Builds
Custom visualizations and statistical/ML models for human variation analysis
Domain
Consumer electronics / Human factors engineering
Deliverable
production ML models
Required skills
Statistical analysis and modeling, Data preprocessing and QA/QC, Mathematical modeling, Linear algebra and optimization, Python/R/Matlab scripting, Data visualization
Preferred skills
Small-scale dataset inference, Population modeling and simulation (Monte Carlo), Bayesian methods, Human anthropometric/biometric data analysis, Generative AI workflows
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