Senior Machine Learning Engineer (Python expertise)
职位介绍
Develop and maintain scalable Python systems, including core applications, services, and internal tools, with a focus on high availability for geo-spatial data processing.
Architect and maintain microservices and RESTful APIs to expose ML capabilities, integrating PostgreSQL and MongoDB for efficient data access.
Design and operate data engineering pipelines and processing workflows in Kubernetes for complex geo-spatial and textual data.
Create robust testing suites (unit, integration, and end-to-end) and uphold CI/CD best practices to ensure code quality.
Orchestrate LLM agents and build evaluation frameworks for prompt optimization and systematic error analysis.
Optimize performance through multi-threading and concurrency, and implement security measures to protect sensitive location data.
Architect and maintain microservices and RESTful APIs to expose ML capabilities, integrating PostgreSQL and MongoDB for efficient data access.
Design and operate data engineering pipelines and processing workflows in Kubernetes for complex geo-spatial and textual data.
Create robust testing suites (unit, integration, and end-to-end) and uphold CI/CD best practices to ensure code quality.
Orchestrate LLM agents and build evaluation frameworks for prompt optimization and systematic error analysis.
Optimize performance through multi-threading and concurrency, and implement security measures to protect sensitive location data.
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