Lead AI Engineer
Tasks
- Build model gateway
- Build observability layer
- Create eval in production infrastructure
- Deploy safe model transitions
- Design shadow testing for model transitions
- Ensure resilience and graceful degradation
- Handle provider outages and rate limits
- Implement model routing
- Implement tracing and dashboards
- Manage fallbacks
- Optimize requests and caching
- Run A B testing for model swaps
- Track inference cost
Perks/Benefits
Skills/Tech-stack
A/B | A/B Testing | API Gateway | B testing | Caching | Circuit Breaker | Distributed Systems | GPU workload scheduling | Go | Graceful Degradation | Grafana | Kubernetes | LLM APIs | Latency optimization | Load Balancing | ML Serving | Middleware | Observability | OpenTelemetry | Prometheus | Python | Request Optimization | Resilience Engineering | Retry logic | Streaming | Token Economics | Workload Scheduling
Education
N/A
Roles
AI | AI Engineer | Backend | Backend Engineer | Engineer | Lead | Lead AI Engineer
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