Remote Forward-Deployed AI Engineer (Python)

FullStack; Madison (WI); Remote; USD 140,000 - 240,000; Full time

Benefits offered by this job

100% remote work

Health, dental, and vision insurance

401(k) with 4% match

Paid time off

Job summary

FullStack is seeking Forward Deployed Engineers to embed with enterprise teams, architect AI-powered solutions, and deliver production-grade systems. You will work across consultant, operator, and engineer roles, translating business problems into reliable AI-enabled workflows.

Responsibilities include discovery with executives, designing retrieval-based architectures, and ensuring robust CI/CD and post-launch operations for regulated environments and Fortune 500 clients.

Qualifications

• 8–10+ years across ML, data, and software engineering.
• Fluent with retrieval and model behavior: embeddings, vector search, reranking.
• Has deployed LLM/agent systems in production; understanding of MLOps.

Responsibilities

• Discover and workshop business processes with stakeholders.
• Structure process specs for automation with AI systems.
• Architect end-to-end agentic systems with retrieval architecture.
• Build working systems: agents, retrieval services, eval tooling, data flows.
• Own CI/CD for AI systems and expand to production deployments.
• Operate post-launch: evaluation, observability, cost management.

Skills

ML/data/software engineering

AI/ML systems

Programming languages

Tools

CI/CD for AI

Retrieval/embeddings

Job description

FullStack is seeking Forward Deployed Engineers to embed with enterprise teams, architect AI-powered solutions, and deliver production-grade systems. You will work across consultant, operator, and engineer roles, translating business problems into reliable AI-enabled workflows.

Responsibilities include discovery with executives, designing retrieval-based architectures, and ensuring robust CI/CD and post-launch operations for regulated environments and Fortune 500 clients.