Senior Agentic AI Engineer for Conversational Analytics

GT; Warszawa; On-site; PLN 260,000 - 420,000; Full time

Job summary

GT is seeking a Senior Agentic AI Engineer to design, build, and evolve an AI-powered conversational analytics platform that analyzes promotional data, generates insights, and builds visualizations using LLMs, agentic workflows, and governed client data.

You will work across the full AI lifecycle, from designing agent workflows and tools to implementing evaluation frameworks, improving reliability, and delivering production-ready features in a scalable, secure environment.

Qualifications

• 6+ years of experience in software engineering, data analytics, or related fields, including 2+ years in agentic AI engineering.
• Strong Python development skills, with experience building, testing, and maintaining production-grade applications.
• Hands-on experience building agentic AI systems using frameworks such as Pydantic AI, LangGraph, LangChain, or OpenAI Agents SDK.
• Strong understanding of agentic patterns, including tool calling, multi-step orchestration, context management, guardrails, and human-in-the-loop workflows.
• Experience with MCP (Model Context Protocol) and multi-agent or cross-application integrations.
• Experience developing AI agents for data analysis, including dataset exploration, code generation and execution, and result interpretation.
• Strong system design and architecture skills, including building configurable, extensible solutions and evaluating technical trade-offs.
• Understanding of AI security, evaluation, and observability, including secure data access, LLM testing, tracing, and performance monitoring.
• Strong ownership, communication, and cross-functional collaboration skills, with practical experience using AI coding assistants (Claude Code, Codex, or similar).

Responsibilities

• Design, build, and evolve agentic AI workflows for data exploration, analysis, and conversational insights.
• Develop and improve an extensible agentic framework, including orchestration, reusable tools, skills, and conversation management.
• Build secure integrations with application services and governed data sources, including sandboxed code execution and AI-powered data visualizations.
• Design configurable solutions supporting client-specific prompts, tools, skills, and data definitions without duplicating the core architecture.
• Develop MCP servers and clients to enable communication and data exchange between agents and applications.
• Contribute to architectural decisions and the evolution and migration of the existing LangChain-based solution.
• Implement LLM evaluation, testing, observability, and security controls to ensure accurate, reliable outputs.
• Own features end to end, from technical design and implementation to production release and continuous improvement, collaborating with cross-functional teams.

Skills

Python development

Agentic AI engineering

LangChain

AI system design

Cross-functional collaboration

AI security & observability

Tools

Pydantic AI

LangGraph

LangChain

OpenAI Agents SDK

MCP

Azure OpenAI

Docker

Plotly

Dash

Job description

GT is seeking a Senior Agentic AI Engineer to design, build, and evolve an AI-powered conversational analytics platform that analyzes promotional data, generates insights, and builds visualizations using LLMs, agentic workflows, and governed client data.

You will work across the full AI lifecycle, from designing agent workflows and tools to implementing evaluation frameworks, improving reliability, and delivering production-ready features in a scalable, secure environment.