Remote Forward-Deployed AI Engineer (Python)

FullStack; Cartagena de Indias; Remote; COP 40,000,000 - 70,000,000; Full time

Benefits offered by this job

Competitive Salary

Paid Time Off

100% remote work

Health policy

English Classes

Food card

Career advancement

Continuing education opportunities

Job summary

FullStack is an AI-native engineering partner delivering production-grade AI capabilities for Fortune 500 clients. Forward Deployed Engineers embed with client teams to architect, build, and sustain AI systems that deliver real value.

You will be a consultant, operator, and engineer, comfortable validating business cases with executives and shipping production-grade AI solutions with a strong emphasis on data, retrieval, and model behavior.

Qualifications

• 5+ years of professional software development experience with at least one mainstream production stack (Python, TypeScript/Node.js, Java, C#/.NET, or Go).
• 1 - 4 years of professional experience shipping agentic AI solutions, LLM workflows, and RAG architectures in production environments.

Responsibilities

• Discover. Run workshops and process discovery with business, data, and engineering stakeholders.
• Structure the process and the spec. For any business process being automated, map the current state, decision points, data inputs, and exceptions, then turn it into specifications.
• Architect & design. Design agentic systems end to end with emphasis on context and retrieval architecture.
• Build. Ship working systems — agents, retrieval services, evaluation tooling, and the data flows that feed them.
• Engineer the delivery system. Own CI/CD for what you build, extended to AI: prompt and context versioning, eval suites that run in the pipeline and gate releases.
• Operate (Day 2). Own what happens after launch — eval harnesses, groundedness and retrieval metrics, observability and tracing, cost and latency management, drift, and the handoff that lets the client’s team run it without you.
• Consult. Present to and defend decisions in front of CTOs, VPs of Engineering, CDOs, and business leadership.

Skills

Python

TypeScript/Node.js

Java

C#/.NET

Go

LLM

RAG

LangGraph

LangChain

MCP

OpenAI Codex

Tools

Cursor

Claude Code

Gemini CLI

OpenAI Codex

Job description

FullStack is an AI-native engineering partner delivering production-grade AI capabilities for Fortune 500 clients. Forward Deployed Engineers embed with client teams to architect, build, and sustain AI systems that deliver real value.

You will be a consultant, operator, and engineer, comfortable validating business cases with executives and shipping production-grade AI solutions with a strong emphasis on data, retrieval, and model behavior.