About the position
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. The multimedia team in Silicon is building the next generation edge TPU to enable Generative AI applications on-device. This is a very challenging task with extreme power and latency targets, and hence requires cutting edge research in hardware and in Gen AI model architectures and algorithms. The team aims to accomplish this result by co-designing the hardware and the ML model architecture. In this role, you'll be expected to lead a significant aspect of the co-design. Google's mission is to organize the world's information and make it universally accessible and useful. Our team combines the best of Google AI, Software, and Hardware to create radically helpful experiences. We research, design, and develop new technologies and hardware to make computing faster, seamless, and more powerful. We aim to make people's lives better through technology.
Responsibilities
- Research and develop state-of-the-art ML algorithms for camera imaging and other multi-media use cases.
- Explore and identify technical directions for new imaging and video ML models, algorithms and architectures.
- Construct the specifications of the proposed ML models.
- Work with architects, algorithm experts, research, image quality and software teams to identify and develop new ML models.
- Optimize models to run on a Tensor Processing Unit (TPU) or design for hardware acceleration.
Requirements
- Bachelor's degree or equivalent practical experience.
- 8 years of experience in software development, and with data structures/algorithms.
- 5 years of experience testing, and launching software products, and 3 years of experience with software design and architecture.
- 5 years of experience in Machine Learning (ML) Algorithm development.
- Experience with computer vision or image/video diffusion models.
Nice-to-haves
- Master's degree or PhD in Engineering, Computer Science, or a related technical field.
- 3 years of experience in a technical leadership role leading project teams and setting technical direction.
- Experience with Large Language Models (LLM).
- Experience in hardware architecture.
- Experience in algorithm and hardware design trade-off analysis.
Benefits
- 401k
- health_insurance
- dental_insurance
- vision_insurance
- life_insurance
- disability_insurance
- paid_holidays
- paid_volunteer_time
- tuition_reimbursement
- professional_development
- employee_stock_purchase_plan
- performance_bonus
- sign_on_bonus
