Machine Learning Engineer designing and deploying machine learning models for scaling AI applications. Collaborating with cross-functional teams during model deployment and lifecycle management.
Responsibilities
Design, develop, and deploy machine learning models
Collaborate on building and maintaining scalable data and feature pipeline infrastructure
Develop and implement robust strategies for model monitoring and observability
Optimize ML model inference performance
Ensure the reliability and performance of the ML models and data infrastructure platform
Troubleshoot and resolve complex issues impacting ML models
Ensure AI/ML models and workflows meet data governance, security, and compliance requirements
Requirements
1+ years of experience as an ML Engineer
Strong experience in Google Cloud Platform (GCP)
Solid grasp of containerization (Docker, Kubernetes)
Experience building and deploying scalable data pipelines
Understanding of model monitoring, logging, and observability best practices
Experience in Python and ML frameworks
Familiarity with AI orchestration concepts using tools like LangGraph or LangChain is a bonus
Bonus experience includes working in gaming, real-time fraud detection, or AI personalization systems
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