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 hardware advantages, including the Tensor chip, to create transformative AI experiences.
The role involves developing machine learning systems and models powering the Pixel personal agent, including data collection design, data engineering, feature engineering, model training, and evaluation. The successful candidate will work at the intersection of mobile development and advanced AI, particularly focusing on LLMs, AI agent interactions with tools/APIs, and private/personalized AI solutions.
The Google Pixel team is dedicated to delivering the world's most helpful mobile experience, combining Google's AI expertise with cutting-edge hardware and software. This position offers the opportunity to shape the future of AI-powered mobile experiences and work with some of the most advanced technologies in consumer electronics.
The ideal candidate should have strong experience in machine learning, particularly in areas like NLP, LLMs, and computer vision, combined with solid software engineering skills. They should be comfortable working with large-scale AI systems and have experience in mobile development, particularly Android.
This is an exciting opportunity to work at the forefront of AI technology, developing solutions that will directly impact millions of users while maintaining Google's high standards for privacy and user 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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