Tutorial details scraping Google Jobs for data via Python script and tool

·1 views

A tutorial on DEV Community explains methods to extract job listings from Google Jobs, which aggregates postings from multiple platforms. The article details using a specialized scraper tool to obtain structured data like salaries and direct application links. It provides a step-by-step guide for a no-code approach, a Python script, and setting up automated alerts. The process addresses challenges like Google's lack of an official API and its anti-scraping measures.

Read the full story at DEV Community

This is an AI-generated summary. ShortSingh links to the original source for the complete article.

Discussion (0)

Union-Find: The Matrix of Disjoint Sets

The Quest Begins (The "Why") I still remember the first time I stared at a LeetCode problem that asked me to count how many separate groups of friends existed in a social network. My initial instinct was to throw a nested loop at it, compare every pair, and mark visited nodes. The code worked on the tiny examples, but as soon as the input size crept past a few thousand, my solution started to feel like I was trying to bail out a sinking ship with a teaspoon. I was frustrated, not because I lacked effort, but because I was solving the wrong problem—I was treating connectivity as a series of pai

0 comments Read more at DEV Community

ProgrammingDEV Community ·

Database Isolation: Why Two Committed Transfers Can Create Money

Two wallet transfers can both commit successfully while creating money. In Lab 08, the problem is a specific query pattern: read a balance, validate it in Go, calculate a replacement value, and write that value later. A transaction boundary does not make the original read remain current. The useful question is whether overlapping transactions preserve the business invariant. This lab approaches that question through a three-account wallet, PostgreSQL isolation experiments, and concurrent tests.

0 comments Read more at DEV Community

ProgrammingDEV Community ·

A practical growth loop for early products

Early growth gets clearer when treated as a learning loop, not a channel checklist. Start with one painful use case and a narrow audience. Then run small experiments that produce real conversations: a useful guide, a focused landing page, a lightweight tool, or a hands-on onboarding session. Track the signals that show learning: repeated customer language, activation, retention, and the objections that keep coming up. The best experiment is the one that improves the next message or product decision.

0 comments Read more at DEV Community

ProgrammingDEV Community ·

What goes in an approval request: a short reason or a link to the trace?

A reader left a comment on the approval queue post: should the request carry a short justification inline, or just link to the trace? Short answer: both, but they do different jobs, and they should never be mixed together in one block of text. Here is how we lay it out. ◆ Link only. The reviewer has to open a trace, scroll through tool calls and work out what happened before they can decide.

0 comments Read more at DEV Community