AI Systems Engineer: Fullstack Python & Agent Orchestration

Innovative Consulting Inc (ICI); Atlanta (GA); On-site; USD 120,000 - 170,000; Full time

Job summary

Innovative Consulting Inc (ICI) is seeking an AI Systems Engineer to architect and implement AI-powered, end-to-end systems using Python frameworks and modern front-end tech. You will design prompts, manage context, and orchestrate intelligent agents across cloud environments.

The role emphasizes building scalable pipelines, integrating LLMs, and delivering production-grade solutions with cross-functional teams.

Qualifications

• Strong experience with Fullstack Python development (FastAPI, Flask, Django; SQL/NoSQL databases).
• Expertise in prompt engineering and context-aware LLM integration.
• Hands-on experience with LangGraph and MCP for agent orchestration and workflow design.
• Familiarity with vector search, RAG pipelines, and session/context management strategies.
• Experience integrating AI agents into production systems with cloud infrastructure (AWS, GCP, Azure).
• Proficiency with containerization (Docker), CI/CD pipelines, and scalable distributed systems.
• Excellent problem-solving, communication, and collaboration skills.

Responsibilities

• Design and optimize prompts for LLMs to ensure accurate, contextually rich outputs across diverse use cases.
• Architect dynamic context management systems including session memory, retrieval-augmented generation (RAG), and user personalization.
• Develop and deploy autonomous and semi-autonomous AI agents using LangGraph and MCP.
• Coordinate multi-agent workflows, manage state transitions, and ensure seamless model interoperability.
• Build robust backend services and APIs using Python frameworks (FastAPI, Flask, Django).
• Develop front-end interfaces using modern JS frameworks (React, Vue, Angular) to support end-to-end user experiences.
• Connect agents with external data sources, vector databases, third-party APIs, and ML models.
• Implement scalable pipelines for knowledge retrieval, model serving, and real-time interaction.
• Establish testing, monitoring, and evaluation pipelines to continuously improve agent performance and context handling.
• Optimize system reliability, latency, and scalability across cloud environments.
• Work cross-functionally with product managers, data scientists, and ML engineers to define requirements and deliver production-grade solutions.
• Contribute to architectural decisions, sprint planning, and iterative development cycles.

Skills

Fullstack Python

Prompt engineering

LLM integration

Cloud deployment

CI/CD

Docker

Team collaboration

Tools

LangGraph

MCP

FastAPI

Flask

Django

React

Vue

Angular

Docker

Job description

Innovative Consulting Inc (ICI) is seeking an AI Systems Engineer to architect and implement AI-powered, end-to-end systems using Python frameworks and modern front-end tech. You will design prompts, manage context, and orchestrate intelligent agents across cloud environments.

The role emphasizes building scalable pipelines, integrating LLMs, and delivering production-grade solutions with cross-functional teams.