Software Engineer III, Machine Learning, Google Research
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Minimum qualifications:
- Bachelor’s degree or equivalent practical experience.
- 2 years of experience with software development in one or more programming languages, or 1 year of experience with an advanced degree in an industry setting.
- Experience with C++ and Python.
- Experience processing natural language and large language models. Experience with algorithms that use deep learning techniques and large data sets to understand, summarize, generate, and predict new content.
- Experience working with Google's Machine Learning stack (e.g., Tensorflow, SAX, GeMax, TPUs, etc.).
Preferred qualifications:
- Master's degree or PhD in Computer Science or related technical field.
- Experience developing accessible technologies.
- Experience throughout the complete lifecycle of launching applied ML, NLP, or LLM projects.
About the job
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.
Commerce Retrieval researches and develops high-precision algorithms to reduce the search space for product queries by 8 orders of magnitude under tight latency and compute constraints. Our solutions are tailored to the unique complexities of the Shopping domain including browsy queries, a hierarchical schema, and short multimodal documents.
People shop on Google more than a billion times a day - and the Commerce team is responsible for building the experiences that serve these users. The mission for Google Commerce is to be an essential part of the shopping journey for consumers - from inspiration to to a simple and secure checkout experience - and the best place for retailers/merchants to connect with consumers. We support and partner with the commerce ecosystem, from large retailers to small local merchants, to give them the tools, technology and scale to thrive in today’s digital world.
Responsibilities
- Write product or system development code.
- Participate in, or lead design reviews with peers and stakeholders to decide amongst available technologies.
- Review code developed by other developers and provide feedback to ensure best practices (e.g., style guidelines, checking code in, accuracy, testability, and efficiency).
- Contribute to existing documentation or educational content and adapt content based on product/program updates and user feedback.
- Triage product or system issues and debug/track/resolve by analyzing the sources of issues and the impact on hardware, network, or service operations and quality.
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