Software Engineer III, AI/ML, Search
Há 2 dias
- Bachelor's degree or equivalent practical experience.
- 2 years of experience with software development in one or more programming languages (Python, C++, etc.).
- 1 year of experience testing, maintaining, or launching software products, and 1 year of experience with software design and architecture.
- 1 year of experience with Generative AI techniques (e.g., LLMs, Multi-Modal, Large Vision Models) or with Generative AI-related concepts (language modeling, computer vision).
- 1 year of experience with machine learning (ML) infrastructure (e.g., model deployment, model evaluation, optimization, data processing, debugging).
- Master's degree or PhD in Computer Science or related technical fields.
- 2 years of experience with data structures or algorithms.
- Experience developing accessible technologies.
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.
Our team is at the forefront of building the next generation of content ingestion solution. We are leveraging agentic AI solutions for content acquisition, utilizing Gemini to create a unique and trusted experience. This technology reduces data acquisition implementation from O(months) to O(hours) of new and optimized content to AIM/O.In Google Search, we're reimagining what it means to search for information any way and anywhere. To do that, we need to solve complex engineering challenges and expand our infrastructure, while maintaining a universally accessible and useful experience that people around the world rely on. In joining the Search team, you'll have an opportunity to make an impact on billions of people globally.
Responsibilities:
- Develop data ingestion and processing solutions. Triage product or system issues and debug/track/resolve by analyzing the sources of issues and the impact on system components.
- Design, develop, and deploy scalable agent AI solutions for high-value, real-world content acquisition use cases.
- Gain an understanding of the Gemini Live and infrastructure. Optimize agent architecture/orchestration to ensure efficient deployment and operation at scale, with a focus on inference cost optimization.
- Take ownership of AI quality for production systems. Define technical metrics, implement evaluation frameworks, analyze loss patterns, and drive improvements through strategic data collection and smart data generation and model enhancements.
- Drive progress through rapid experimentation, proposing and validating hypotheses, implementing and testing new ideas, and iterating quickly to find optimal solutions.
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