Job market trends across 1,100 tech companies
Bootstrapped confidence intervals on hiring trends, not just raw job counts.

Ranks tech jobs by AI resilience, but LinkedIn already tracks hiring trends.
Software developers concerned about AI displacement
LinkedIn Labor Market Reports · O*NET OnLine · Glassdoor Insights
Full data and scripts are here, sorry they're super messy. https://github.com/yoyothesheep/ai-resilient-occupations-dat...
What am I missing? Is this useful? Any feedback welcome!
Bootstrapped confidence intervals on hiring trends, not just raw job counts.
Yet another AI career scorer, but the task-level breakdown beats generic role-based assessments.
Another career dashboard when LinkedIn Salary and Levels.fyi already exist.
Yet another AI job matcher when LinkedIn, Indeed, and Jobscan already do this.
Another AI-powered job tracker when Huntr, Teal, and Simplify already dominate this space.
Scores job matches across 5 dimensions with transparent breakdowns.