AI Engineer
Tasks
- Build CI CD pipelines and container deployments
- Build observability dashboards and alerts
- Build prompt agent and model release pipelines
- Conduct load resilience and red team testing
- Conduct threat modeling and security reviews
- Define service level objectives and escalation processes
- Develop incident playbooks and runbooks
- Develop unit economics for AI services
- Embed DevSecOps practices and secure development lifecycle
- Ensure secure handling of secrets and sensitive data
- Implement automated security testing in CI/CD
- Implement automated testing and evaluation pipelines
- Implement distributed tracing metrics logging with OpenTelemetry
- Implement model routing and fallback
- Investigate and respond to AI service incidents
- Maintain dependency vulnerability and supply chain controls
- Maintain incident records and post-incident reviews
- Maintain model and provider version controls
- Manage AI provider integrations
- Manage canary deployments and rollbacks
- Manage secrets authentication networking and access controls
- Monitor model drift and output quality
- Operate model gateway
- Optimize cost with routing caching batching and context reduction
- Set rate limits and quotas
- Support auditability and data protection compliance
- Use Infrastructure as Code for AI infrastructure
Perks/Benefits
- Career development support
- Cross-functional collaboration
- Flexible ownership of AI platform
- Industry certification support
Skills/Tech-stack
AI Services | Alerting | Application Insights | Audit Logging | Authentication | Automated security | Automated security testing | Azure AI | Azure AI Services | Azure Application Insights | Azure DevOps | Azure Key Vault | Azure OpenAI | Batching | CI/CD | Caching | Canary deployments | Cloud infrastructure | Containers | Dashboards | DevSecOps | Distributed tracing | Encryption | Fallback strategies | Incident Response | Infrastructure as Code | Key Vault | Latency optimization | Logging | Metrics | Model Evaluation | Model routing | Networking | Observability | OpenTelemetry | Prompt engineering | Python | Quotas | Rate Limiting | Red team | Red team testing | Rollback procedures | Secrets management | Security Testing | Serverless | Service Level | Service-Level Objectives | Software Supply Chain | Software supply chain security | Supply chain security | Threat modeling | Token Usage Monitoring | Token usage | Usage monitoring | Vulnerability Management | “as-code”
Education
N/A
Roles
AI | AI Engineer | DevOps | DevOps Engineer | Engineer | LLMOps Engineer | Platform | Platform Engineer
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