Monterail Sp. z o.o.

Backend / AI Developer - Freelancer

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MidZdalnie·WarszawaFull-time

#448377·Dodano miesiąc temu·7

Źródło: Monterail

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Tech Stack / Keywords

Python FastAPI PostgreSQL DockerDocker ComposeLLMMCPNext.js React REST API

Firma i stanowisko

We're building an AI Transformation platform for an enterprise client, focused on back-office process automation and AI-driven decision support. The platform integrates data from multiple business systems and implements AI agents to provide actionable insights and automated workflows.

Wymagania

Approximately 2 years commercial experience in backend development with Python
Hands-on experience with FastAPI or comparable modern web frameworks
Good knowledge of PostgreSQL: schema design, query writing, optimization
Experience building and consuming REST APIs
Understanding of ETL and data synchronization concepts
Working knowledge of Docker and Docker Compose
Practical experience with LLMs and prompt writing; interest in agent-based systems
Experience with agentic AI tools (e.g., Claude Code) and ability to critically verify their output
Ability to write clear technical documentation
Good communication skills and confidence working directly with client-side teams
English language proficiency at B2+ / Upper-Intermediate level

Nice to have:

Experience with agent frameworks (e.g., Agno, LangChain, LlamaIndex)
Familiarity with MCP (Model Context Protocol)
Basic skills in Next.js and React for front-end work
Experience with observability and monitoring tools
Experience integrating with CRM, analytics, or BI systems
Background in enterprise or consulting projects

Obowiązki

Integrate data from multiple business sources (CRM, analytics, BI) into a cohesive data layer
Build and deploy AI agents for business tasks like signal analysis, pricing, content/SEO, data classification and tagging
Develop MCP (Model Context Protocol) servers for exposing domain-specific data
Perform data engineering: schema design, ETL, synchronization, ensuring data quality
Contribute to agent platform architecture including routing, cost control, access policies, telemetry for LLM calls
Design and build backend APIs connecting data layer with agents and front-end applications
Create user-facing tools driven by data and agent-generated insights
Maintain infrastructure including containerization, database management, monitoring, and observability
Document architectural decisions and maintain strict contracts between system layers

Monterail Sp. z o.o.

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