Forward Deployed Engineer

What You Will Do

• Design and deliver production-grade multi-agent systems using orchestration frameworks such as LangGraph, LangChain, CrewAI, or equivalent technologies.
• Build and maintain end-to-end RAG pipelines including chunking strategies, embedding evaluation, retrieval optimization, reranking, and hallucination evaluation.
• Develop prompt frameworks, role instructions, escalation flows, and guardrail mechanisms for enterprise AI applications.
• Implement production-grade AI guardrails including PII redaction, input sanitization, output validation, adversarial testing, and security controls.
• Design and deploy AI systems within in-region and in-VPC enterprise environments using AWS services and regulated deployment architectures.
• Build and maintain FastAPI services, streaming APIs, authentication layers, React-based interfaces, and enterprise integrations.
• Deploy and manage workloads on ECS, EKS, SageMaker, Bedrock, API Gateway, and related AWS infrastructure services.
• Implement CI/CD pipelines, automated testing workflows, infrastructure automation, observability tooling, and production monitoring frameworks.
• Define and execute testing strategies including unit testing, integration testing, retrieval testing, adversarial testing, and evaluation frameworks.
• Contribute to architecture reviews, low-level designs, solution documentation, and technical proposal responses.
• Lead technical workstreams within engagements and support junior engineering team members through reviews, debugging, and technical guidance.
• Contribute reusable engineering assets including runbooks, prompt libraries, evaluation frameworks, deployment templates, and tooling accelerators.