Senior AI Engineer: Autonomous Agents & Enterprise AI

Gramian Consulting; Poland; On-site; PLN 390,000 - 564,000; Full time

Job summary

Gramian Consultancy is seeking Senior AI Engineers to design, build, and deploy production-grade autonomous AI agents and multi-agent systems for enterprise use. They will focus on reusable architecture, agent orchestration, and cloud deployment using AWS.

You will collaborate with multiple squads across Europe, ensure secure and scalable AI solutions, and advance MLOps practices while adhering to regulatory considerations in financial sectors.

Qualifications

• 5–10 years of software, data, or AI engineering experience.
• Strong Python development experience.
• Proven track record designing and deploying AI/LLM-powered applications.
• Experience with agent orchestration frameworks (LangChain, AutoGen, CrewAI) or similar.
• Experience implementing enterprise AI integration patterns (tool calling, structured outputs).
• Public cloud deployment experience, preferably AWS.
• Experience with MLOps/AIOps practices.
• Fluent professional English.

Responsibilities

• Architect and build production-grade autonomous AI agents and orchestration frameworks.
• Develop reusable agent patterns and standards across multiple squads.
• Integrate LLMs with APIs, databases, proprietary tools, and enterprise systems.
• Implement reliable tool-calling and structured-output workflows.
• Design and optimize prompt strategies, context management, memory, and agent state.
• Build stable, long-running agent workflows with appropriate error handling and recovery mechanisms.
• Implement monitoring, logging, tracing, and evaluation frameworks for agent behavior and model outputs.
• Support the deployment of AI systems on public cloud infrastructure, primarily AWS.
• Apply MLOps/AIOps practices across versioning, testing, monitoring, and evaluation.
• Collaborate with engineering, data, cloud, and business teams to deliver secure and scalable AI solutions

Skills

Python

LLM apps

Agent orchestration

AWS

MLOps

English

Tools

LangChain

AutoGen

CrewAI

MCP

A2A

Job description

Gramian Consultancy is seeking Senior AI Engineers to design, build, and deploy production-grade autonomous AI agents and multi-agent systems for enterprise use. They will focus on reusable architecture, agent orchestration, and cloud deployment using AWS.

You will collaborate with multiple squads across Europe, ensure secure and scalable AI solutions, and advance MLOps practices while adhering to regulatory considerations in financial sectors.