Enterprise AI Engineer & Architect (Forward Deployment)

FullStack; Santa Fe (NM); Remote; USD 120,000 - 180,000; Full time

Benefits offered by this job

Remote work

Health insurance

401(k) with match

Paid time off

Continuing education

Job summary

FullStack is hiring Forward Deployed Engineers who embed with enterprise teams to architect, build, and deploy AI solutions that work in production. You will bridge consulting, engineering, and operations, ensuring AI systems deliver real business value for Fortune 500 clients and regulated industries.

You will design data-driven, retrieval-based architectures and own CI/CD pipelines for AI systems, while guiding stakeholders from discovery to deployment and beyond.

Qualifications

• 8-10+ years across ML, data, and software engineering.
• Python production‑grade experience.
• Track record as ML/Data Architect or Tech Lead.
• CI/CD for AI/ML systems (LLMOps/MLOps).

Responsibilities

• Discover business problems with stakeholders and map to AI solutions.
• Design end‑to‑end agentic systems with retrieval architecture.
• Build agents, retrieval services, and eval tooling.
• Operate post-launch with observability and governance.
• Engage in client workshops and pre‑sales scoping.

Skills

ML/Data Architect

Python

CI/CD for AI

Stakeholder communication

Retrieval & RAG

Tools

Claude Code

MCP

Agent frameworks

Job description

FullStack is hiring Forward Deployed Engineers who embed with enterprise teams to architect, build, and deploy AI solutions that work in production. You will bridge consulting, engineering, and operations, ensuring AI systems deliver real business value for Fortune 500 clients and regulated industries.

You will design data-driven, retrieval-based architectures and own CI/CD pipelines for AI systems, while guiding stakeholders from discovery to deployment and beyond.