What to learn next — and what pays more together.
Some skills lift pay most when held as a set, not alone. This reads the live hypergraph across 80,000+ job postings, keeps only real tech skills, and shows the coalitions where the combination correlates with higher pay. Demand is the floor; coalitions are the edge.
Skill coalitions that pay more together
Postings carrying every skill in the set show this salary lift vs. the corpus baseline. Associative, not a guarantee.
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Highest-demand individual skills
Real tech skills ranked by how many live postings ask for them. Demand sets the ROI floor.
How to read this. "Pays more together" is an associative signal: postings that carry the whole skill set tend to advertise higher pay. It is not a causal guarantee that adding a skill raises your salary — confounders (seniority, company, city) are not held fixed. Every figure is computed live from the job corpus over coalitions with at least 12 supporting postings; soft-skill and JD-heading noise is filtered out against a curated tech whitelist. Salary figures sit alongside our k≥12 salary bands and skill-demand pages.