AI Engineer
Tasks
- Build automated testing for prompts tools integrations and simulations
- Build evaluation strategies and regression suites with release gating
- Build reusable tool integration patterns with retries timeouts idempotency and pagination
- Conduct root cause analysis for quality failures and prevent regressions
- Contribute to model prompt routing rules classifiers and selection policies
- Create thin vertical slices and iterate with evidence
- Ensure production readiness with telemetry structured logging and traceability
- Ensure secure by design tool access with least privilege logging and PII handling
- Implement repeatable evaluation systems with dashboards and reporting
- Implement routing improvements with governance aware rollouts
- Lead MCP connector and client implementation with schema versioning and typed contracts
- Lead design and productionization of agent modules and reusable patterns
- Mentor peers through technical leadership reviews and playbooks
- Mitigate routing failure modes using rules or lightweight ML
- Optimize latency token efficiency tool call success retrieval quality and cost
- Participate in incident response and postmortems and align SLIs SLOs
- Proactively identify delivery risks and drive resolution
- Translate product requirements into agent behaviors and system designs
Perks/Benefits
- Accident insurance
- Dental insurance
- Dependent care reimbursement accounts
- Disability insurance
- Employee assistance program
- Group Legal Insurance
- Health benefits
- Life insurance
- Medical insurance
- Paid parental leave
- Paid time off
- Retirement plan
- Vision insurance
Skills/Tech-stack
Agent Orchestration | Agentic AI | Asyncio | Authentication | Authorization | Automated testing | Benchmarking | By Design | Confidence Intervals | CrewAI | Distributed Systems | Distributed tracing | Docker | FastAPI | GPU Optimization | GRPC | Grafana | Integration Testing | Java | Kafka | Kubernetes | Langchain | Langgraph | Language Models | Large Language Models | Least Privilege | MLflow | Machine Learning | Microservices | Model Registry | Multi-Agent | Multi-agent orchestration | Observability | OpenTelemetry | Power analysis | Prometheus | Prompt engineering | Pydantic | Python | RAG | Ray | Redis | Regression testing | Secure by Design | Statistical Evaluation | Telemetry | Unit Testing
Education
Roles
AI | AI Engineer | Engineer | Learning Engineer | Machine Learning Engineer
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