The real scale for Trade School 2.0 is to work with the 116 community colleges in California who have workforce development groups funded by taxpayers to match students with apprenticeships a solving the failure points there. There’s a layer of administrators and educators that
WORKFORCE
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Top Data Roles in 2026 and Essential Core Skills
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Top data roles in 2026 • Data Analyst
• Data Scientist
• ML Engineer
• AI/GenAI Engineer
• Data Engineer
• Data Architect
• BI Analyst Core stack:
Python + SQL + ML + Cloud + BI + Soft skills. Hybrid profiles win. #DataScience #AI #Careers #MachineLearning -
Cost increases with fewer specialized machine learning experts
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No, especially because it gets much more expensive as you have fewer specialized machine learning alchemists.
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The impact of AI on the necessity of language learning
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This is 2026. AI knows all the languages. No need for you to learn any one of them "just because". If the use case requires it, then maybe learning it beyond the basics might be warranted. Otherwise it's a major waste of time.
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AI as Project Manager: The New Hiring Paradigm of 2026
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The irony of AI hiring humans is peak 2026. Though honestly this might be the real business model… AI as the project manager nobody asked for.
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Women Over 50: The Future of Work in AI Era
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Why women over 50 are the future of work in the age of AI https://
fastcompany.com/91505607/why-w
omen-over-50-are-the-future-of-work-in-the-age-of-ai
… #women #WomenInTech #WomenInLeadership #AI #futureofwork #BusinessStrategy -
The impact of AI on future job markets
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AI will take all of our jobs and replace them with a whole different set of jobs. Try explaining this one to your normie neighbors.
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Five Davos 2026 Signals Reshaping AI Strategy and Business
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5 Important Davos 2026 Signals Leaders Mustn’t Ignore Discover the five under-the-radar themes from #Davos2026 that are reshaping #AI #strategy, digital sovereignty, #supplychain #resilience, #workforce #skills, and #trust in business. Learn what global leaders discussed away
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Atlassian Cuts 10% Workforce to Focus on AI and Enterprise Sales
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News! => @Atlassian lays off ~10% of its workforce (~1600 employees) to push into AI and enterprise sales. AI changes skill mix & role requirements, CEO says. They plan to "rebalance" their resources to focus on the "future of teamwork in the AI era."
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Jabil’s Dual-Lens Approach to AI ROI: Financial and Human Value
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Most companies fail at AI ROI because they only use one lens. Jabil evaluates success through two: the tangible financial impact and the intangible human value. If you are only counting dollars and cents, you are missing the massive ROI of a more engaged, higher-value workforce.… pic.twitter.com/2vZq9Ee464
— Lucian Fogoros (@fogoros) 12 mars 2026Most companies fail at AI ROI because they only use one lens. Jabil evaluates success through two: the tangible financial impact and the intangible human value. If you are only counting dollars and cents, you are missing the massive ROI of a more engaged, higher-value workforce.