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Senior Data Science Engineer II
Posted on 10/7/2022
INACTIVE
Locations
San Francisco, CA, USA
Experience Level
Entry
Junior
Mid
Senior
Expert
Desired Skills
Apache Spark
BigQuery
Data Analysis
Data Science
Hadoop
Management
SQL
Python
Requirements
  • 3+ years experience in Data Engineering or back-end Software Engineering
  • Strong proficiency with Python and SQL
  • Experience with building and maintaining distributed data pipelines
  • Experience with MapReduce frameworks (Hadoop, Spark, BigQuery) and/or Apache Beam/Google Dataflow
  • Experience with workflow management tooling (eg. Airflow, Kubeflow Pipelines, Luigi)
  • Creative, resourceful, and enthusiastic about seeking new solutions to problems and opportunities
  • A track record of leading cross-functional initiatives
Responsibilities
  • Build and maintain data pipelines using Google BigQuery, Dataflow, and other distributed processing tools. These pipelines will process petabytes of information and will:
  • Pre-process raw AV data to power ML models and to make self-serve analysis simple for Data Scientists and Engineers
  • Calculate business-critical metrics that are used by executives and engineers to make prioritization decisions
  • Perform data mining to help accelerate development of AV software
  • Work with customer teams to turn their analytics questions into data engineering solutions
  • Build a data platform that enables engineering teams to build and maintain their own distributed data pipelines
  • Train engineers and cross functional stakeholders on how to most effectively use the data tools at Cruise
  • Identify opportunities to simplify workflows, automate tasks, and build components that are reusable across multiple use-cases and teams
Desired Qualifications
  • Experience with building end-to-end ML workflows (Data Munging -> Data Preparation -> Modeling)
  • Experience with DBT
  • Experience working on a data platform team focused on distributed compute
  • Experience in AV or Automotive industry
Cruise

1,001-5,000 employees

Self-driving car service
Company Overview
Cruise's is building self-driving vehicles to improve life in our cities. The company makes autonomous, sustainable, self-driving EVs.
Benefits
  • Flexible vacation
  • Paid holidays
  • Paid parental leave
  • Fertility & family expansion benefits
  • 401k matching program
  • Monthly social events
  • Community volunteering programs
  • Healthy meals & snacks for onsite employees
  • Quarterly offsites & working retreats
  • Monthly wellness stipend
  • Mental health support
  • Professional development programs
  • On-site gym in SF HQ
  • Commuter benefits for onsite employees
  • Medical, dental & vision coverage
Company Core Values
  • Stay safe
  • Stay focused
  • Own it
  • Seek truth
  • Work together
  • Be humble