Design and implement CI/CD pipelines for models, prompts, agents, and supporting infrastructure across development, test, and production environments.
About this role
Design and implement CI/CD pipelines for models, prompts, agents, and supporting infrastructure across development, test, and production environments. Build and maintain deployment automation, versioning, rollback mechanisms, environment promotion workflows, and runtime safeguards for AI workloads. Set up and operate observability for AI applications and agents, including tracing, monitoring, alerting, token consumption analysis, latency tracking, and incident diagnostics. Implement evaluation pipelines and acceptance gates for quality, groundedness, task adherence, safety, and agent-specific behavior. Drive prompt lifecycle management, RAG optimization, semantic retrieval tuning, and integration of vector-based or search-based knowledge components where needed.
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