AI Native Engineer
Core
Design and engineer enterprise-ready AI agents covering retrieval, orchestration, policy-based routing, tool use, and lifecycle observability.
Role type
Senior AI Native Engineer (Agentic Systems)
Builds
Scalable AI-native systems and abstraction layers across AI providers (Anthropic, Google, OpenAI) for finance, healthcare, and retail clients.
Domain
Enterprise AI / Agentic Workflows / Cloud Infrastructure
Deliverable
production ML models | product features
Required skills
Python, Java, Kubernetes, Docker, Terraform, Helm, CI/CD, RAG, agent orchestration, context engineering, multi-provider abstraction, evaluation harnesses, client workshops
Preferred skills
None stated
Technologies
Kubernetes, Docker, Terraform, Helm, OpenAI, Anthropic, Google Vertex AI, CI/CD, RAG, Serverless
Responsibilities
Design and engineer enterprise-ready AI agents; develop abstraction layers across AI providers; build scalable AI-native systems; tailor and deploy agentic applications across industries; work directly with clients to shape data-driven agent workflows; define and apply metrics to assess agent accuracy, latency, safety, and cost effectiveness; create reusable patterns and documentation.
Seniority
Senior, hands-on IC with client-facing leadership