Senior Software Engineer, Generative AI and LLMs
Description For Senior Software Engineer, Generative AI and LLMs
Google's Pixel team is seeking a Senior Software Engineer to work on cutting-edge Generative AI and Large Language Models (LLMs). This role is part of a team building an AI Agent for Pixel devices that emphasizes personal, private, and on-device AI experiences. The position leverages Google's unique advantages in hardware (Tensor chip), software, and AI technologies.
The role involves developing machine learning systems and models that power the Pixel personal agent, including crucial tasks like data collection design, data engineering, feature engineering, model training, and evaluation. This is an opportunity to work at the intersection of mobile technology and advanced AI, specifically focusing on LLMs, AI agent interaction with tools/APIs, and private/personalized AI solutions.
As part of the Google Pixel team, you'll be contributing to shaping the future of mobile experiences through advanced designs, techniques, and products. The team's mission is to create transformative experiences for users worldwide by combining Google's best AI, software, and hardware capabilities in their global smartphone products.
The ideal candidate should have strong experience in software development, particularly in C++ or Python, combined with extensive knowledge of machine learning infrastructure and practical ML applications. Experience with NLP, LLMs, and Computer Vision would be particularly valuable. This role offers the opportunity to work on innovative AI solutions while being part of Google's mission to build the world's most helpful mobile experience.
Responsibilities For Senior Software Engineer, Generative AI and LLMs
- Develop applications specifically for the Android and Pixel platforms
- Decompose use cases into manageable technical problems, and propose, design, and implement data collection solutions
- Collect and clean data to prepare it for tuning and evaluating machine learning models
- Develop, maintain, and tune machine learning models
- Design evaluation framework and carry out evaluations of the machine learning models
Requirements For Senior Software Engineer, Generative AI and LLMs
- Bachelor's degree or equivalent practical experience
- 5 years of experience with software development in C++ or Python with data structures or algorithms
- 3 years of industry experience in developing software products, with 1 year in leading ML design and optimizing ML infrastructure
- 3 years of experience in Machine Learning (ML) fields including speech/audio, reinforcement learning, and ML infrastructure
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