Which Skills will your kids need?

The jobs market feels like turmoil because, mostly, it is: whole careers have appeared and dated within a decade, and the advice on offer runs on folklore with a ten-year lag. So rather than guess at the future, we assembled the present - every skill named in 26,862 live postings, ranked by demand. This is the state of play as of this week, and the top of the table has something to say to both the worried and the hopeful.

So, what are we looking at, exactly?

Every skill explicitly named in the index's live listings, ranked by how many postings ask for it. Python tops the table - the working language of data, automation and AI, and no longer just an engineering tool: 590 of its mentions come from jobs outside engineering, in finance, IT, operations and marketing. But look at what sits beside it: communication, project management, data analysis - the table is half technical, half human, and employers are paying for both halves at once.

The skill nobody puts on a curriculum

The runner-up, Communication, appears in 3,082 listings - and unlike Python, it's demanded across every sector at once: engineering, sales, marketing, operations, HR. The pattern across this table is the honest careers advice: the technical skill gets you considered, the human skills get you hired and promoted. Teach the coding and the explaining.

So what should they study?

Reading the table as a course-chooser, it splits into two honest recommendations. The technical column - Python, SQL, Machine Learning - points at computer science, data science, statistics or any quantitative degree that makes you write real code. But note what the entry-level squeeze above means: the degree gets you to the door, and the portfolio gets you through it, so a course that ships projects beats a course that only sets exams. The human column - communication, project management, leadership - isn't a degree subject at all: it's earned in any programme that makes you write, present and run things, which is an argument for choosing the course they'll actually finish over the one that sounds employable.

Three free tools do the personal version of this page properly: O*NET (the US Department of Labor's database - pick any occupation and see its real skills and typical education), the College Scorecard (compare actual programmes by cost and graduate earnings), and the Occupational Outlook Handbook (where each field's employment is heading). For trying the technical skills before committing to anything: Harvard's CS50 and the official Python tutorial are free, and a teenager who enjoys them has learned something important about the next four years.

What this index can't tell you

It counts a live, tech-leaning sample of 843 companies' careers pages - real demand, honestly counted, but not the whole labour market and not a forecast. (One editorial filter, declared: occupation names that leak into the skills field - like "physical therapy" - are excluded from the ranking, and duplicate phrasings of a skill already listed are dropped rather than double-counted.) Skills named in listings are what employers ask for today; a teenager choosing now is optimising for a market ten years out, where the safest bet in this table is the one that has never once left it: being able to explain your work.