业务

AI Architect

定义

A technical architect who designs the end-to-end AI system landscape—data pipelines, model training infrastructure, serving platforms, integration patterns, and governance tooling. AI architects ensure that individual AI solutions compose into a coherent, scalable enterprise capability.

相关术语

AI Tech Lead

A senior technical leader who guides architecture decisions, engineering best practices, and model development for AI products. The AI tech lead bridges research and production, ensuring that promising models are transformed into reliable, maintainable, and compliant systems.

ML Engineer

An engineer who specialises in building, deploying, and maintaining machine learning systems in production. ML engineers bridge the gap between data scientists' experimental models and the robust, scalable infrastructure required for enterprise AI.

MLOps

The practice of combining Machine Learning, DevOps, and data engineering to streamline the deployment, monitoring, and maintenance of ML models in production. MLOps ensures reliable, scalable, and reproducible ML systems across their entire lifecycle.

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