
ElevenLabs
Senior
Own production-grade safety infrastructure for ElevenLabs' multimodal AI platform
ElevenLabs is hiring a Safety Engineer to build and operate the backend infrastructure behind content moderation, abuse detection, and agent guardrails across its voice, chat, and creative AI products. This is a 0-to-1 product-ownership role spanning architecture, deployment, and observability for safety systems at scale.
Step into this interview
Free · a live voice mock calibrated to this exact role
What this interview tests
- Backend architecture for content moderation/abuse detection at scale
- Production ML deployment (bridging ML research to production systems)
- Observability: SLIs/SLOs, monitoring, alerting (Prometheus/Grafana)
- Cloud infra & DevOps (AWS/GCP, Docker/K8s, CI/CD)
- API and data pipeline design for real-time + batch workflows
- 0-to-1 ownership and technical roadmap-setting
Common question themes
Walk through a safety/moderation system you built from architecture to deployment to monitoring
How would you design guardrails for a multimodal (voice/chat/agent) product?
Designing SLIs/SLOs for a real-time moderation pipeline
Integrating an ML model into a production backend service — what changes on the engineering side
Handling real-time vs batch workflows in the same system
Trust & safety / content moderation experience (if applicable)
Related interviews

ElevenLabs
Mid
Deployment Strategist - ANZ

ElevenLabs
Mid
Enterprise Solutions Engineer - EU (German Speaking)

ElevenLabs
Senior
Deployment Strategist Lead - Belgium

Replit
Senior
Senior Software Engineer, Trust & Safety

Senior
Senior Software Engineer, Core Platform

Databricks
Senior