Enterprise AI Field Engineer: Production GenAI Deployments

Fireworks AI; United States; On-site; USD 140,000 - 230,000; Full time

Job summary

Fireworks AI is seeking an experienced AI Field Engineer to embed with large customers and technology partners, turning complex GenAI problems into scalable production systems. You will balance hands-on coding with executive-level discussions on architecture, strategy, and business outcomes.

The role requires on-site collaboration, end-to-end POC execution, and deployment design while maintaining strong customer relationships and delivering production-grade solutions at enterprise scale.

Qualifications

• Strong Python production code skills.
• Hands-on with Kubernetes and cloud infra.
• Extensive experience deploying GenAI solutions in production.
• Proven ability to ship POCs to production at enterprise scale.
• Excellent communication with executives and engineers.

Responsibilities

• Build end-to-end GenAI deployments with customer teams.
• Run benchmarks, latency tests, and cost baselines at scale.
• Lead discovery calls and translate pain points into solutions.
• Architect deployments for enterprise-scale production environments.
• Collaborate with product and engineering to improve platforms.

Skills

Python

Kubernetes

Cloud Infrastructure

ML Engineering

Field Experience

Tools

vLLM

SGLang

TensorRT-LLM

Job description

Fireworks AI is seeking an experienced AI Field Engineer to embed with large customers and technology partners, turning complex GenAI problems into scalable production systems. You will balance hands-on coding with executive-level discussions on architecture, strategy, and business outcomes.

The role requires on-site collaboration, end-to-end POC execution, and deployment design while maintaining strong customer relationships and delivering production-grade solutions at enterprise scale.