Monterail

Backend / AI Developer - Freelancer

Monterail
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20 hours ago
Remote, Poland +5 moreMid Level

Responsibilities

  • Integrate CRM, analytics, and BI data sources into a cohesive data layer.
  • Build and deploy AI agents for signal analysis, pricing, content/SEO, data classification, and tagging.
  • Develop dedicated read-only MCP servers that expose domain-specific data to agents and tools.
  • Design schemas, ETL processes, and synchronization mechanisms while maintaining data quality and consistency.
  • Contribute to agent-platform architecture covering routing, cost control, access policies, and LLM-call telemetry.
  • Design and build backend APIs connecting the data layer with agents and front-end applications.
  • Create user-facing business tools driven by data and agent-generated insights.
  • Maintain containerization, databases, monitoring, and observability infrastructure.
  • Document architectural decisions and maintain strict contracts between system layers.

Requirements

  • Approximately two years of commercial backend development experience with Python.
  • Hands-on experience with FastAPI or a comparable modern web framework.
  • Good PostgreSQL knowledge, including schema design, query writing, and optimization.
  • Experience building and consuming REST APIs.
  • Understanding of ETL, data synchronization, and maintaining consistency across systems.
  • Working knowledge of Docker and Docker Compose.
  • Practical LLM and prompt-writing experience, with an interest in agent-based systems.
  • Experience using agentic AI tools such as Claude Code and critically verifying their output.
  • Ability to write clear technical documentation.
  • Good communication skills and confidence working directly with client-side teams.
  • English proficiency at B2+ / Upper-Intermediate level for daily client communication.
  • Nice-to-have experience with Agno, LangChain, LlamaIndex, or similar agent frameworks; MCP; Next.js or React; observability and monitoring tools; CRM, analytics, or BI integrations; or enterprise and consulting projects.

Benefits

  • Remote workplace.
  • Freelance engagement through the Monterail Tech Network.
  • Direct collaboration with enterprise client teams.

Tech Stack

Categories

AI ApplicationsBackendData Engineering
Monterail

About Monterail

51-200 employees
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