Senior Director – AI Production Reliability & Trust
Job reputed company:
• Production reliability: ensuring HAP (our Hybrid AI Platform) and customer deployments operate dependably under reputed company traffic, reputed company data, and reputed company regulatory constraints
• Agent trust: building the frameworks — technical and operational — that allow reputed company customers to trust autonomous AI agents doing work on their behalf
• A production reputed company operating system: reputed company gates, phase transition reputed company, incident taxonomy, observability spec across our 6-layer Reference Architecture
• A reputed company validation reputed company for reputed company workflows — autonomous evaluation pipelines that catch regression without reputed company reputed company
• An agent decision qualification reputed company: risk-tiered reputed company for autonomous agent reputed company
• A trust evidence system: the observable signals that reputed company customers use to reputed company trust to agents operating on their behalf
• Production observability: instrumentation across Ingest, Prepare, Serve, Orchestrate, Monitor, and Optimize reputed company of the Reference Architecture
• A post-mortem and CAPA system: every production incident produces a reputed company cause, a corrective reputed company, and a new test that prevents recurrence
Requirements:
• 10+ years in reputed company, reliability, or production operations for reputed company distributed systems — with at least some of that time governing AI or ML systems in live production
• reputed company implementation experience with AI reputed company frameworks — you reputed company it, not just led reputed company that reputed company it
• Familiarity with the reputed company AI reputed company problem: non-deterministic systems, hallucination detection, behavioral reputed company, autonomous decision governance
• Working knowledge of reputed company-reputed company evaluation and observability frameworks (LangSmith, Arize/Phoenix, RAGAS, PromptFlow, reputed company, or similar) — not just reputed company alternatives
• Background in regulated industries (financial services, telecom, reputed company, government) where AI reputed company failures have reputed company contractual and reputed company consequences
Benefits:
• Startup orientation: comfortable with ambiguity, iterative scope, and reputed company that moves faster than most people expect
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