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About Cutback
Cutback is building an AI that understands speech and context in raw footage, organizes it, and creates rough edits. We're cutting out the repetitive grind so creators can focus on storytelling. Today, Cutback is trusted by professional editors worldwide, from Netflix production studios to YouTubers with millions of subscribers.
Behind this is a complex AI agent pipeline: multiple modules working together to analyze, reason, and produce professional-quality edits. We need someone to own the backbone.
• Build and maintain the full agent execution pipeline: task orchestration, module communication, evaluation, error handling, retries, and graceful degradation.
• Design and operate monitoring, alerting, and observability systems across the agent pipeline. When something breaks at 3 AM, you'll know before anyone else. You care about reliability as much as speed. You build systems that don't wake people up.
• Optimize performance and cost across the pipeline: latency, throughput, resource utilization, and cloud spend.
• Build deployment and release infrastructure for agent modules. CI/CD, rollbacks, canary deployments, feature flags.
• Work closely with AI engineers to productionize new models and modules. Bridge the gap between research and production.
• Strong back-end skills: Comfortable with distributed systems and async processing.
• Experience with cloud infrastructure (AWS or GCP), containerization (Docker, Kubernetes), and CI/CD pipelines.
• Experience building and operating monitoring/observability stacks (Prometheus, Grafana, Datadog, or similar).
• Experience with pipeline orchestration tools (Airflow, Temporal, or custom solutions).
Cutback is building an AI that understands speech and context in raw footage, organizes it, and creates rough edits. We're cutting out the repetitive grind so creators can focus on storytelling. Today, Cutback is trusted by professional editors worldwide, from Netflix production studios to YouTubers with millions of subscribers.
Behind this is a complex AI agent pipeline: multiple modules working together to analyze, reason, and produce professional-quality edits. We need someone to own the backbone.
주요업무
• Orchestrate, optimize, and stabilize Cutback's AI agent pipeline. You own the infrastructure that makes our AI agent reliable and fast.• Build and maintain the full agent execution pipeline: task orchestration, module communication, evaluation, error handling, retries, and graceful degradation.
• Design and operate monitoring, alerting, and observability systems across the agent pipeline. When something breaks at 3 AM, you'll know before anyone else. You care about reliability as much as speed. You build systems that don't wake people up.
• Optimize performance and cost across the pipeline: latency, throughput, resource utilization, and cloud spend.
• Build deployment and release infrastructure for agent modules. CI/CD, rollbacks, canary deployments, feature flags.
• Work closely with AI engineers to productionize new models and modules. Bridge the gap between research and production.
자격요건
• 5+ years of back-end engineering experience with a focus on infrastructure, DevOps, or platform engineering.• Strong back-end skills: Comfortable with distributed systems and async processing.
• Experience with cloud infrastructure (AWS or GCP), containerization (Docker, Kubernetes), and CI/CD pipelines.
• Experience building and operating monitoring/observability stacks (Prometheus, Grafana, Datadog, or similar).
• Experience with pipeline orchestration tools (Airflow, Temporal, or custom solutions).
