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Google Field Solution Architect Search Google Cloud Taiwan, Taipei, Taipei 919077449
22.07.2024
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Minimum qualifications:
- Bachelor's degree in Computer Science, Data Science, or equivalent practical experience.
- 4 years of experience working in AI/ML as a technical sales engineer or in software engineering.
- Experience in Python and ML frameworks (e.g., TensorFlow, PyTorch).
- Experience in Generative AI as a user or a developer.
- Experience delivering technical presentations and leading business value sessions.
Preferred qualifications:
- Experience in systems design, with the ability to architect and explain data pipelines, ML pipelines, and ML training and serving approaches.
- Experience with full-stack ML engineering to seamlessly combine retrieval-based knowledge and generative text generation to implement and optimize RAG models using first-party and OSS models.
- Experience with semantic search frameworks and tools/databases such as LangChain, Faiss, and Pinecone.
- Strong understanding of and experience with implementing search concepts, such as indexing, scoring, relevancy, faceting, and query rewriting and expansion.
- Understanding of nearest neighbor search concepts.
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