Data Scientist for Autonomous Vehicles

2 weeks ago


San Francisco, California, United States A Society Group, Inc. Full time
Job Overview

We are seeking a highly skilled Data Scientist to join our team at A Society Group, Inc. as we prepare for the commercial launch of our autonomous vehicle service. As a key member of our Data team, you will play a critical role in leveraging data from our autonomous vehicles, operations, and rider experience to enhance driving performance and service readiness.

Key Responsibilities:

  • Collaborate with Product, Operations, and Engineering stakeholders to understand product requirements and problem statements
  • Process, clean, and validate data for analysis
  • Partner with data engineers to enhance data collection and transformation methods
  • Analyze data to describe and diagnose service performance and implement analytical models into production
  • Propose, test, and validate hypotheses about our service and rider experience in collaboration with Product
  • Present insights, findings, and solutions to stakeholders

Requirements:

  • BS/MS: 4+ years of data science and analytics experience or PhD in related discipline
  • Strong fluency with Python
  • Strong fluency with SQL
  • Strong experience with statistical methods and mathematical models
  • Strong written and verbal communication skills
  • Good experience with data visualization tools (e.g. Tableau, Looker, PowerBI)
  • Good experience with experimentation methods (e.g. A/B testing)

Bonus Qualifications:

  • Experience with predictive modeling frameworks and machine learning methods
  • Experience with a workflow manager such as Airflow
  • Experience with data warehouse platforms (e.g. Redshift, BigQuery, Databricks,...)
  • Experience with large scale processing frameworks (e.g. Spark, Hadoop,...)
  • Experience with large scale streaming platforms (e.g. Kafka, Kinesis)

What We Offer:

  • Health Care Plan (Medical, Dental & Vision)
  • Life Insurance (Basic, Voluntary & AD&D)
  • Paid Time Off (Vacation, Sick & Public Holidays)
  • Training & Development
  • Retirement Plan (401k, IRA)


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