Backend 2026

Intelligent Telegram Job Search Bot

Backend Engineer

Intelligent Telegram Job Search Bot

Tech Stack

N8N Automation N8N Automation

About the Project

Intelligent Telegram Job Search Bot

A full-cycle automation workflow integrated with Telegram to provide on-demand job search results. This system features an intelligent caching layer to optimize performance and reduce external API dependency.

  • Smart Routing Logic: Analyzes user input via Telegram triggers and switches between "Welcome Messages" or "Job Search" intents efficiently.
  • Performance Optimization: Implements a database lookup strategy (`Get Cache Data`) to serve existing results instantly, minimizing latency and scraping costs.
  • Resilient Fallback Scraper: Triggers the Scraper API only when cache is missed, automatically parsing HTML, validating JSON data, and updating the database for future queries.

Project Info

  • Year 2026
  • Category Backend
  • Role Backend Engineer