Software Engineer, P2020 Rollouts Analytics, Insights and Metrics
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Minimum qualifications:
- Bachelor’s degree or equivalent practical experience.
- 5 years of experience with software development in one or more programming languages.
- 3 years of experience testing, maintaining, or launching software products, and 1 year of experience with software design and architecture.
Preferred qualifications:
- Experience with large-scale distributed systems.
- Experience with data science, data modeling, large-scale data processing, reliability metrics.
About the job
Google's software engineers develop the next-generation technologies that change how billions of users connect, explore, and interact with information and one another. Our products need to handle information at massive scale, and extend well beyond web search. We're looking for engineers who bring fresh ideas from all areas, including information retrieval, distributed computing, large-scale system design, networking and data storage, security, artificial intelligence, natural language processing, UI design and mobile; the list goes on and is growing every day. As a software engineer, you will work on a specific project critical to Google’s needs with opportunities to switch teams and projects as you and our fast-paced business grow and evolve. We need our engineers to be versatile, display leadership qualities and be enthusiastic to take on new problems across the full-stack as we continue to push technology forward.
P2020 Rollouts systems carries out progressive, supervised and safe production changes based on a model of production resources, used by the vast majority of all production services at Google to get new binaries, configs, and resource changes into production, whether on a schedule or in an emergency. We aim to reduce human effort, speed up processes, and increase safety. Our team’s primary goals are to optimize reliability and maximize productivity related to change management in production.
You’ll directly impact a very large and critical service that the entire company depends on to keep running smoothly, with customers and partners in every product area. You’ll have a clear mission to drive product health improvements through the product and business insights that flow from delivering robust and meaningful metrics.
Google Cloud accelerates every organization’s ability to digitally transform its business and industry. We deliver enterprise-grade solutions that leverage Google’s cutting-edge technology, and tools that help developers build more sustainably. Customers in more than 200 countries and territories turn to Google Cloud as their trusted partner to enable growth and solve their most critical business problems.
Responsibilities
- Design, build, and optimize the core metrics and SLO platform, focusing on scalability and data fidelity for Rollouts' Critical User Journeys.
- Apply advanced data science and analytics techniques (e.g., forecasting, anomaly detection) to transform raw data into high-value, actionable insights for product teams.
- Develop and extend robust data models of critical Rollouts usage patterns to enhance predictability and enable proactive capacity and reliability planning.
- Define and implement definitive product metrics and SLOs that measure and guarantee Rollouts' quality of service, including developing automated insights and alerting.
- Collaborate effectively across the Rollouts organization to drive consensus and adoption of data-driven improvements.
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