Deep View: … students being trained for jobs that no longer exist

1:35 PM (4 hours ago)
to me
August 11, 2025   |   Read Online

Welcome back. xAI’s legal chief Robert Keele stepped down after just over a year, saying he couldn’t keep “riding two horses at once” between family and the job—plus some “daylight between worldviews” with Elon Musk. Keele went from running his own law firm for three weeks to navigating a $6 billion funding round and X acquisition, then decided maybe seeing his toddlers was more important than whatever Musk had cooking next.

IN TODAY’S NEWSLETTER 1. 170,000 CS students trained for jobs that no longer exist 2. ChatGPT convinced ordinary man he was genius inventor over 300 hours 3. How Apple plans to redeem worst-rated voice assistant JOBFORCE170,000 CS students trained for jobs that no longer existManasi Mishra graduated from Purdue with a computer science degree and one job interview at Chipotle. Despite learning to code in elementary school and following tech executives’ decade-long promises of six-figure starting salaries, the 21-year-old’s TikTok plea for employment captured a harsh new reality.

Watch now on TikTok@khuhlinasomebody pls hire me  #compsci #techlayoffs #newgrad #csnewgrad #software #womeninstem #chipotle

Computer science majors now face 6.1% unemployment rates while computer engineering majors hit 7.5%, both ranking among the highest unemployment rates of any college major.

According to Federal Reserve data, computer science ranks 8th worst for unemployment out of 74 tracked majors, while computer engineering ranks 3rd worst. Art history (3.0%) and biology (3.0%) graduates face half the unemployment rate.While CS graduates earn $80,000 compared to art history’s $45,000 starting salaries, they’re struggling to find any employment. Computer-related majors now have unemployment rates approaching fine arts (7.0%) and anthropology (9.4%).

Since the early 2010s, billionaires and presidents have urged students to “learn to code,” driving computer science enrollment to over 170,000 undergraduates by 2024. But today’s leaders tell a different story: Elon Musk now warns “probably none of us will have a job” due to AI, while Bill Gates pivots his advice to “AI, energy and biosciences“.

The entry-level jobs these students trained for are evaporating across industriesWe’ve covered how AI coding agents are replacing junior developers with tools that generate thousands of lines of code instantly.Wall Street banks eliminating junior analyst positions as AI handles pitch decks and valuation tablesLinkedIn warns AI is “breaking” career ladders across finance and professional services College graduate unemployment climbed above 6% while national unemployment remains around 4%. One graduate applied to 5,762 tech jobs with just 13 interviews. The traditional pipeline from college to experienced professional roles faces unprecedented pressure as AI eliminates stepping-stone positions that once trained the next generation.This crisis exposes a fundamental flaw in how we’ve structured career development in the digital age. For decades, entry-level positions served as society’s unofficial apprenticeship system where junior developers learned from senior ones, analysts worked their way up to VPs, and institutions organically transferred knowledge across generations. AI is severing this chain. When algorithms can instantly generate code, analyze data, or update spreadsheets, companies eliminate not just individual jobs but entire developmental pathways. We’re creating a “missing middle” where employers want experienced workers but provide no mechanism to create them. Company culture may prove crucial in preserving these pathways. Research shows 98% of Fortune 500 companies maintain mentoring programs, achieving median profits over twice as high as those without. Organizations that prioritize human development understand that eliminating entry-level roles threatens “future leadership pipelines and innovation capacity.” Companies with strong mentoring cultures may resist the temptation to sacrifice long-term talent development for short-term efficiency gains.
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About michelleclarke2015

Life event that changes all: Horse riding accident in Zimbabwe in 1993, a fractured skull et al including bipolar anxiety, chronic fatigue …. co-morbidities (Nietzche 'He who has the reason why can deal with any how' details my health history from 1993 to date). 17th 2017 August operation for breast cancer (no indications just an appointment came from BreastCheck through the Post). Trinity College Dublin Business Economics and Social Studies (but no degree) 1997-2003; UCD 1997/1998 night classes) essays, projects, writings. Trinity Horizon Programme 1997/98 (Centre for Women Studies Trinity College Dublin/St. Patrick's Foundation (Professor McKeon) EU Horizon funded: research study of 15 women (I was one of this group and it became the cornerstone of my journey to now 2017) over 9 mth period diagnosed with depression and their reintegration into society, with special emphasis on work, arts, further education; Notes from time at Trinity Horizon Project 1997/98; Articles written for Irishhealth.com 2003/2004; St Patricks Foundation monthly lecture notes for a specific period in time; Selection of Poetry including poems written by people I know; Quotations 1998-2017; other writings mainly with theme of social justice under the heading Citizen Journalism Ireland. Letters written to friends about life in Zimbabwe; Family history including Michael Comyn KC, my grandfather, my grandmother's family, the O'Donnellan ffrench Blake-Forsters; Moral wrong: An acrimonious divorce but the real injustice was the Catholic Church granting an annulment – you can read it and make your own judgment, I have mine. Topics I have written about include annual Brain Awareness week, Mashonaland Irish Associataion in Zimbabwe, Suicide (a life sentence to those left behind); Nostalgia: Tara Hill, Co. Meath.
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