GenAI and Content Pipeline Developer

Description

Design, develop, and maintain an AI-powered publishing platform for a German media publisher. The solution automates the end-to-end production of advertising newspapers and flyers by ingesting advertisements and inserts, optimizing page layouts through constraint-solving algorithms, integrating editorial content from multiple data sources, and orchestrating AI-driven content generation and placement.

The specialist is responsible for requirements gathering, system architecture, backend development, AI workflow orchestration, cloud deployment, integrations with surrounding publishing systems, optimization, and production support. A critical business requirement is fully automated generation of print-ready PDF/X-3 files at 300 DPI without manual rework.

Tech Stack & Environment

• Python for backend services, optimization logic, and data pipelines
• OR-Tools CP-SAT for constraint solving and page-layout optimization
• React, Vite, and TypeScript for the frontend application
• PostgreSQL for data storage
• AWS infrastructure within the client’s AWS subscription, deployed on EKS
• LangGraph for AI-agent orchestration
• LiteLLM as the LLM gateway layer
• Langfuse for observability and tracing
• Redis and Grafana for caching, monitoring, and system observability

Benefits

• Udemy for Business
• Private medical care
• Multisport card
• Veterinary package
• Language lessons
• Shopping vouchers
• Flexible working hours and remote/hybrid work options
• Professional development and learning opportunities
• International collaboration
• Team-building events, hackathons, and CSR initiatives
• Annual company event in Mazury
• Welcome pack