JobStocks – track hiring changes at public companies vs. stock price

Name: JobStocks – track hiring changes at public companies vs. stock price
Availability: InStock
Author: TalO

by TalO·Mar 13, 2026·2 points·0 comments

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AI Analysis

●●SolidNiche GemSolve My Problem

Correlates hiring spikes with stock movements before earnings reports drop.

Strengths

•Visualizes hiring velocity against stock price on a single interactive timeline.
•Tracks specific job count deltas rather than vague market sentiment analysis.
•Watchlist feature allows monitoring specific portfolio companies for changes.

Weaknesses

•No API access for quantitative traders to export raw data easily.
•Scraping career pages is noisy; no mention of deduplication logic.

Post Description

Hi HN,

A friend and I built a tool that tracks the number of open jobs on public companies’ career pages over time.

The idea was simple: hiring changes might hint at internal shifts before they fully show up in earnings or headlines. So we started collecting the job counts and visualizing them against stock price and market cap.

You can explore it here: https://jobstocks.ai

It’s still very early, and we’re mainly trying to learn whether this data is actually useful for traders or analysts.

Would love honest feedback on:

whether the signal is interesting at all what’s missing from the dashboard what would make this genuinely useful

Appreciate any thoughts.