Example

Criteria

Show me jobs that require both Python and Rust and allow to work remotely or hybrid from Gdansk/Warsaw:

criteria = [
    TechCriteria(
        keywords=[
            TechKeyword(name="Rust"), 
            TechKeyword(name="Python")
        ],
        rule=CriteriaRule.ALL,
    ),
    LocationCriteria(
        keywords=[
            LocationKeyword(form="hybrid", city="gdansk"),
            LocationKeyword(form="hybrid", city="warszawa"),
            LocationKeyword(form="remote"),
        ],
        rule=CriteriaRule.AT_LEAST_ONE,
    ),
]

Example report produced

Usage

make report

Tasks

Features

• setup sending emails
• setup daily/weekly scheduler
• highlight the tech stack badges matching filters

Refactor

• Cache:
  • only individual urls, full board is downloaded always
  • for now store it to a file to be persistent across runs
  • each entry has: request url, time of creation, response
  • on each run the cache entries are pre-validated, and if any of them is there longer than X, it is removed and will be re-fetched
  • think about introducing some variability in cache entries lifetime
• Prepare for production:
  • docker (non-root user)
• Introduce additional criteria: salary, experience (exclude c-levels, exclude seniors, etc.)
• Deploy to the could:
  • Render:
    • Deploy via dashboard by pasting image URL and setting port, done in 2 minutes.
    • Free tier = 750h / month
    • spins down after 15 min idle
    • cron jobs via dashboard
  • fly.io:
    • One command deploy
    • free tier: 3 shared VMs, 100k reqs/month
    • scheduling little bit more complicated than in Render
  • Oracle Cloud Always Free:
    • Free tier includes: 4 OCPUs (8vCPUs) + 24GB RAM machine with 3k OCPU hours and 18k GB hours / month
    • 4-OCPU VM running 24/7 for ~31 days uses 4 × 24 × 31 = 2,976 hours
    • GB hours track RAM: 24GB VM 24/7 for ~31 days = 24 × 24 × 31 = 17,856 hours—under 18,000
    • Can install cron and use cron jobs.
• Consider separating models exposed in API

Bugfix:

• Better error handling
• Handle pagination when there is a lot of offers