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
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