Minimum qualifications:
- Bachelor's degree in Computer Science, a related field, or equivalent practical experience.
- 3 years of experience with software development in one or more programming languages (e.g., Python, C++, Java).
- Experience working with one or more of the following: Unix/Linux environments, distributed and parallel systems, service development, machine learning.
- Experience with object oriented languages.
- Experience in algorithms, data pipeline, data infrastructure, data analysis, and system evaluation and testing.
- Experience in driving product excellence through well-defined quality metrics and metrics-oriented optimization.
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About the job
The Whole Home Intelligence team develops artificial intelligence and sensor algorithms, coupled with Google Home's to create a helpful smart home. In this role, you will be responsible for developing and implementing systems and infrastructure to support intelligence features for the smart home.
The Google Nest team focuses on hardware, software, and services for the home, ranging from Nest thermostats to Nest smart displays. The Google Nest team develops, designs, and develops new technologies and hardware to make users' homes more helpful. Our mission is the helpful home: to create a home that cares for the people inside it and the world around it.
Responsibilities
- Design and implement a system to evaluate the Large Language Model (LLM) for the home using both simulate and historical data.
- Build and incorporate new tools into our mission-critical pipelines for algorithm evaluation for home automation generation.
- Build evaluation datasets, metrics, and infrastructure to understand and optimize the behavior of our features and algorithms for home insights.
- Develop feedback systems to retrain algorithm on user input.