Data Scientist, SPG Systems Engineering

Cupertino, CA
  • Job Code
    200120447
  • Jobs Rated
    7th
Summary

Summary

Posted: Nov 4, 2019

Role Number: 200120447

Play a role in bringing autonomous technologies to the real world. We are looking for an experienced and highly motivated data scientist to partner with us in our efforts to measure and evaluate autonomous technologies. You will help engineer and generate data-driven insights into system performance and testing, as well as provide a sound statistical basis for determining the performance of autonomous software systems

Key Qualifications

  • Experience working with large datasets (Hadoop/Spark preferred)
  • Expertise in statistical modeling (supervised and unsupervised methods), statistics of rare events, and long tail distributions
  • Experience developing data science pipelines, tool-chains, and workflows in Python and C++
  • Experience designing a measurement strategy to evaluate the performance of complex systems against challenging requirements, including A/B experiment design
  • Ability to create clear and meaningful data visualizations (matplotlib, bokeh, plotly, etc)
  • Experience with experimental design loops for integrated SW/HW systems
  • Experience with geospatial datasets & tool-chains (PostGIS a plus)
  • Signal processing background, including cleaning data, handling missing data, filtering techniques, linear/nonlinear fitting

Description

Assess readiness of autonomous systems based on rigorous statistical methods
Develop informative data visualizations based on scalable data pipelines and analysis
Develop and execute performance measurement strategy for autonomy systems
Deploy novel analytic strategies to evaluate accuracy of simulation methods against real-world data
Develop a statistical basis for determining sufficient depth and breadth of autonomous software simulation testing

Education & Experience

MS/PhD (or equivalent experience) in Physics/Applied Math preferred, CS/Data Science/Mathematics/Statistics/EE or other Scientific background

Additional Requirements

  • 3+ years data science background including data analytics, modeling, visualization, study design, and statistical methods
  • Clear and concise written and verbal communication skills


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Apple, Inc.
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Data Scientist
7th2018 - Data Scientist
Overall Rating: 7/220
Median Salary: $111,840

Work Environment
Very Good
32/220
Stress
Very Low
41/220
Growth
Very Good
35/220