AI Field Engineer — Enterprise GenAI Deployments & POCs

FDE Times; San Mateo; On-site; PHP 900,000 - 1,300,000; Full time

Job summary

Fireworks AI is seeking Field Engineers to embed with enterprise customers and partners, turning complex GenAI problems into Production solutions. You will ship code, run benchmarks, and architect deployments, while engaging with executives on architecture and strategy.

On-site work with customers is expected, with hands-on delivery, discovery conversations, and collaboration with product teams to tighten feedback into the roadmap.

Qualifications

• 5+ years in a hands-on, customer-facing technical role.
• Strong Python skills and production code experience.
• Familiarity with Kubernetes and cloud infrastructure.

Responsibilities

• Build end-to-end POCs and MVPs inside customer codebases, infra, and constraints.
• Architect inference foundations and scalable deployments for GenAI to avoid bottlenecks.
• Run load tests, measure latency and throughput, and tune deployments for real traffic.
• Deploy and validate new model families on inference frameworks (vLLM, SGLang, TensorRT-LLM).

Skills

Python

Kubernetes

LLM deployment

Cloud infrastructure

Production systems

Tools

vLLM

SGLang

TensorRT-LLM

Job description

Fireworks AI is seeking Field Engineers to embed with enterprise customers and partners, turning complex GenAI problems into Production solutions. You will ship code, run benchmarks, and architect deployments, while engaging with executives on architecture and strategy.

On-site work with customers is expected, with hands-on delivery, discovery conversations, and collaboration with product teams to tighten feedback into the roadmap.