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Data Scientist
Perception Verification & Validation
Posted on 3/8/2022
INACTIVE
Locations
San Carlos, CA, USA
Experience Level
Entry
Junior
Mid
Senior
Expert
Desired Skills
Apache Spark
Computer Vision
Data Analysis
C/C++/C#
NumPy
Pandas
Tableau
Python
Looker
Requirements
  • Experience designing metrics and building mechanisms to fuel business insights
  • Familiarity with Python
  • Experience with Spark or large-scale data analysis
  • Familiarity with statistical frameworks such as Numpy, Scipy, or Pandas
  • Background in Bayesian statistics
  • Sound statistical inference skills, with the ability to communicate uncertainty appropriately to engineering and business stakeholders
  • Good communication and collaboration skills
Responsibilities
  • Collaborate with our Perception team to validate and ensure the safety of our software
  • Generate realistic and accurate models to measure Perception impact of simulated collisions
  • Build reliable metrics to predict Perception impact on end-to-end behavior in Urban Driving environments and define correlation with data collected by the fleet
  • Model the observed Perception errors to be able to characterize the influence that a specific Perception error may have had in a simulated scenario
  • Define key performance metrics that will help Perception engineers to directly measure the impact of the new features they are developing not only on the Perception stack but also on the end-to-end behavior
Desired Qualifications
  • Basic fluency in C++
  • Experience with Perception, Prediction, or planner modules
  • Familiarity with or exposure to Artificial Intelligence, machine learning, or computer vision
  • Experience with Looker, Tableau, or Databricks
Zoox

1,001-5,000 employees

Self driving car robotics company
Company Overview
Zoox is reinventing personal transportation—making the future safer, cleaner, and more enjoyable for everyone. The company is building the infrastructure for self-driving cars.
Benefits
  • Health Insurance
  • Maternity & Paternity Leave
  • Vacation & Paid Time Off
  • Sick Days
  • Free Lunch or Snacks
  • Employee Assitance Program
Company Core Values
  • We're doing one thing that will change everything.
  • It's bigger than any of us.
  • One Zoox, one crew.
  • Every day is a milestone.