Data Science Manager – Systems Engineering

Apple
Apple

Job Overview

Key Qualifications

  • Experience designing a measurement strategy to evaluate the performance of complex systems against challenging requirements
  • Experience developing data science pipelines, tool-chains, and workflows in Python, R, or equivalent general programming languages
  • Demonstrated ability to distill data-driven insights through informative visualizations & executive level communications
  • Experience with experiment design and hypothesis testing
  • Experience with statistics of rare events, rare event modeling, and long tail distributions
  • Experience with path dependent data sets, such as sequences, funnels, or time series
  • Experience with geospatial datasets & tool-chains
  • Demonstrated interest in autonomous technologies
  • 2+ years experience leading a technical team of direct reports
  • Ability to effectively collaborate in a dynamic & diverse environment
  • Description

    Assess readiness of autonomous systems based on rigorous statistical methodsDevelop informative data visualizations based on scalable data pipelines and analysisDevelop and execute performance measurement strategy for autonomy systemsDeploy novel analytic strategies to evaluate accuracy of simulation methods against real-world dataDevelop a statistical basis for determining sufficient depth and breadth of autonomous software simulation testingLead team of data scientists and/or software engineers

    Education & Experience

    MS/PhD (or equivalent experience) in CS/Data Science/Mathematics/Statistics or other Scientific field

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