Remote Enterprise AI Engineer, Frontline Deployment

FullStack

El Paso (TX)

Remote

USD 120,000 - 180,000

Full time

8 hours ago
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Benefits offered by this job

Remote work
Health, dental, and vision insurance
401(k) with 4% match
Paid time off
Continuing education opportunities
Career advancement opportunities
Work with startups and Fortune 500

Job summary

FullStack is hiring a Forward Deployed Engineer who embeds with enterprise teams to architect AI-powered solutions from discovery through production. You will lead the end-to-end design, build, and delivery of agent-based systems, focusing on data, context, and retrieval quality.

You will work in a consultative capacity with Fortune 500 clients, owning architecture decisions, trade-offs, and governance while ensuring delivery fast enough to validate business value in weeks.

Qualifications

  • 8-10+ years across ML, data, and software engineering.
  • Python-first, production‑grade services.
  • Experience designing and owning CI/CD for AI/ML systems.
  • Deep fluency with retrieval, embeddings, and model behavior.

Responsibilities

  • Discover and define AI-driven business problems with stakeholders.
  • Architect end-to-end agentic systems focusing on context and retrieval.
  • Build working prototypes and production pipelines with CI/CD for AI.
  • Operate Day 2: monitoring, evaluation, cost, and governance for AI systems.

Skills

ML/Data architecture
Python
Production ML
CI/CD for AI
Retrieval/ embeddings
Agent tooling

Education

BSc in CS or related

Tools

Claude Code
Agent frameworks
MCP
Tool calling

Job description

FullStack is hiring a Forward Deployed Engineer who embeds with enterprise teams to architect AI-powered solutions from discovery through production. You will lead the end-to-end design, build, and delivery of agent-based systems, focusing on data, context, and retrieval quality.

You will work in a consultative capacity with Fortune 500 clients, owning architecture decisions, trade-offs, and governance while ensuring delivery fast enough to validate business value in weeks.

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