Data Engineer, Platforms and Devices
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Minimum qualifications:
- Bachelor's degree or equivalent practical experience.
- 5 years of experience designing data pipelines, and dimensional data modeling for synch and asynch system integration and implementation using internal (e.g., Flume, etc.) and external stacks (DataFlow, Spark, etc.).
- 5 years of experience coding in one or more programming languages.
- 5 years of experience working with data infrastructure and data models by performing exploratory queries and scripts.
Preferred qualifications:
- Experience using SQL in a large-scale investigative, NoSQL, columnar context.
- Experience using continuous integration and deployment systems (e.g., Cloud Build, GitLab, Jenkins).
- Experience writing unit tests (e.g., PyTest, Selenium, JUnit).
- Understanding of machine learning.
About the job
The Platforms and Devices (P&D) product area is responsible for many popular consumer-facing products including the Android and ChromeOS operating systems as well as many hardware and subscription products, like Pixel phones, smart home devices, and Google One. Within Platforms and Devices, the Insights and Analytics group’s mission is to use data to help the product area make better decisions. The Data Engineering team supports that work by building and maintaining data processing, machine learning, and automation software to solve, scale and efficiency problems.Responsibilities
- Gather requirements from analysts, data scientists, and business stakeholders and understand how they fit into larger business priorities.
- Build, optimize and maintain data infrastructure including large-scale data processing pipelines (e.g., ETL; BigQuery, Snowflake, Redshift or Dataflow, Beam, Spark jobs), ML model training/tuning (e.g., AutoML) and inference pipelines and orchestration workflows (e.g., Cloud Composer, Airflow, Prefect).
- Advocate engineering best practices within the team and outside of it by writing and reviewing technical documentation, writing highly-readable and style-conformant code, and leading training.
- Stay up to date and comply with complicated and ever-changing policy and governance requirements.
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