Production AI Engineer - Incident Response & Automation

Coreweave; Livingston (NJ); On-site; USD 143,000 - 210,000; Full time

Benefits offered by this job

Medical, dental, and vision insurance

Company-paid Life Insurance

Voluntary supplemental life insurance

Short and long-term disability

Flexible Spending Account

Health Savings Account

Tuition Reimbursement

Job summary

CoreWeave, The Essential Cloud for AI, is seeking an AI Engineer to design, build, and operate systems used during real customer incidents. You will balance deterministic and AI components, own agent logic, retrieval, safeguards, and production behavior, shipping new services with accountability.

You will work with engineers, deploy on Kubernetes, and contribute to tooling for live investigations. Applicants should have 3+ years in software engineering, proficiency in Go or Python, and

Qualifications

• 3+ years of professional software engineering experience, with strong proficiency in Go or Python.
• Experience taking an AI application from prototype to production use and supporting it afterward.
• Hands-on experience with agent patterns: tool and function calling, multi-step orchestration, and handling incorrect model output.
• Experience building and evaluating retrieval systems, including measuring quality against a baseline using held-out data.
• Experience designing controls for automation that acts on production systems, such as approval steps, idempotency, and audit trails.
• Experience diagnosing failures in LLM applications and fixing the underlying cause rather than the symptom.
• Experience with observability for LLM applications, including tracing, cost, and latency.
• Working knowledge of Kubernetes and experience deploying services through CI/CD.
• Experience integrating with third party APIs, including authentication and secrets handling.

Responsibilities

• Design and build AI agents that investigate and act on real customer issues.
• Build safeguards that grounding model output in authoritative data and require human approval before consequential actions.
• Build and evaluate retrieval over a large body of historical support data.
• Determine the optimal balance between AI and deterministic logic.
• Instrument systems for quality, cost, and adoption, guiding future builds.
• Deploy and operate services on Kubernetes and support them in production.
• Collaborate with support engineers and domain experts during live investigations.

Skills

Go

Python

AI production

agent patterns

retrieval systems

automation controls

LLM debugging

Kubernetes

CI/CD

APIs

Tools

Kubernetes

CI/CD

Job description

CoreWeave, The Essential Cloud for AI, is seeking an AI Engineer to design, build, and operate systems used during real customer incidents. You will balance deterministic and AI components, own agent logic, retrieval, safeguards, and production behavior, shipping new services with accountability.

You will work with engineers, deploy on Kubernetes, and contribute to tooling for live investigations. Applicants should have 3+ years in software engineering, proficiency in Go or Python, and