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"Most human skills will endure, though they will be applied differently." - McKinsey & Company Research

  • Writer: Ram Srinivasan
    Ram Srinivasan
  • Nov 25, 2025
  • 3 min read

Updated: Feb 19

Everyone's talking about AI replacing jobs. McKinsey's 60-Page Research reveals something far more nuanced and frankly, more useful for leaders navigating this shift.


The real story in the data:

57% of US work hours could be automated. But the skills behind that work arenโ€™t going away. 72% of skills show up on both sides of the automation line. Most skills won't disappear, they will evolve.


Three key insights that shifted my thinking:

๐Ÿญ/ ๐—ง๐—ต๐—ฒ ๐˜‚๐—ป๐—ถ๐˜ ๐—ผ๐—ณ ๐˜๐—ฟ๐—ฎ๐—ป๐˜€๐—ณ๐—ผ๐—ฟ๐—บ๐—ฎ๐˜๐—ถ๐—ผ๐—ป ๐—ถ๐˜€ ๐˜„๐—ผ๐—ฟ๐—ธ๐—ณ๐—น๐—ผ๐˜„๐˜€, ๐—ป๐—ผ๐˜ ๐˜๐—ฎ๐˜€๐—ธ๐˜€. The $2.9 trillion opportunity by 2030 is in reimagining entire workflows around people + agents + robots working together.


๐Ÿฎ/ ๐—ง๐—ต๐—ฒ ๐—บ๐—ฎ๐—ป๐—ฎ๐—ด๐—ฒ๐—ฟ'๐˜€ ๐—ฟ๐—ผ๐—น๐—ฒ ๐—ถ๐˜€ ๐—ณ๐˜‚๐—ป๐—ฑ๐—ฎ๐—บ๐—ฒ๐—ป๐˜๐—ฎ๐—น๐—น๐˜† ๐—ฐ๐—ต๐—ฎ๐—ป๐—ด๐—ถ๐—ป๐—ด. We're shifting from supervising people to orchestrating systems. This demands new technical fluency that many managers don't yet have.


๐Ÿฏ/ ๐—”๐—œ ๐—ณ๐—น๐˜‚๐—ฒ๐—ป๐—ฐ๐˜† ๐—ต๐—ฎ๐˜€ ๐—ด๐—ฟ๐—ผ๐˜„๐—ป ๐Ÿณ๐—ซ ๐—ถ๐—ป ๐˜๐˜„๐—ผ ๐˜†๐—ฒ๐—ฎ๐—ฟ๐˜€, faster than any other skill. Yet 75% of demand is concentrated in just three occupation groups. This gap should concern us. If AI becomes a tool only for tech workers and knowledge professionals, we're missing the opportunity to lift everyone.


๐—ง๐—ต๐—ฒ ๐—ฑ๐—ฎ๐˜๐—ฎ ๐˜€๐—ต๐—ผ๐˜„๐˜€ ๐Ÿฏ๐Ÿฐ% ๐—ผ๐—ณ ๐˜„๐—ผ๐—ฟ๐—ธ๐—ฒ๐—ฟ๐˜€ ๐—ฎ๐—ฟ๐—ฒ ๐—ถ๐—ป "๐—ฝ๐—ฒ๐—ผ๐—ฝ๐—น๐—ฒ-๐—ฐ๐—ฒ๐—ป๐˜๐—ฟ๐—ถ๐—ฐ" ๐—ผ๐—ฐ๐—ฐ๐˜‚๐—ฝ๐—ฎ๐˜๐—ถ๐—ผ๐—ป๐˜€ ๐—ฟ๐—ฒ๐—พ๐˜‚๐—ถ๐—ฟ๐—ถ๐—ป๐—ด ๐˜€๐—ผ๐—ฐ๐—ถ๐—ฎ๐—น ๐—ฎ๐—ป๐—ฑ ๐—ฒ๐—บ๐—ผ๐˜๐—ถ๐—ผ๐—ป๐—ฎ๐—น ๐˜€๐—ธ๐—ถ๐—น๐—น๐˜€ ๐—”๐—œ ๐—ฐ๐—ฎ๐—ป'๐˜ ๐—ฟ๐—ฒ๐—ฝ๐—น๐—ถ๐—ฐ๐—ฎ๐˜๐—ฒ. That's the work that anchors communities (teachers, nurses, caregivers). We need to value this work differently, not just measure what machines can do.


๐— ๐—ฐ๐—ž๐—ถ๐—ป๐˜€๐—ฒ๐˜† ๐—ถ๐˜€ ๐—ฎ๐—น๐—ฟ๐—ฒ๐—ฎ๐—ฑ๐˜† ๐—ฝ๐˜‚๐˜๐˜๐—ถ๐—ป๐—ด ๐—ถ๐˜๐˜€ ๐—บ๐—ผ๐—ป๐—ฒ๐˜† ๐˜„๐—ต๐—ฒ๐—ฟ๐—ฒ ๐—ถ๐˜๐˜€ ๐—บ๐—ผ๐˜‚๐˜๐—ต ๐—ถ๐˜€. About 25% of its fees now come from outcomes-based arrangements, tying compensation to client success. AND, McKinsey certifies its own people in AI skills, rewarding fluency and experimentation. (Link in comments)


๐—›๐—ฒ๐—ฟ๐—ฒ ๐—ฎ๐—ฟ๐—ฒ ๐˜๐—ต๐—ฒ ๐—พ๐˜‚๐—ฒ๐˜€๐˜๐—ถ๐—ผ๐—ป๐˜€ ๐˜๐—ต๐—ฎ๐˜ ๐—ฟ๐—ฒ๐—บ๐—ฎ๐—ถ๐—ป ๐—ผ๐—ฝ๐—ฒ๐—ป:

โ€ข Who decides the pace of adoption?

โ€ข Who benefits from productivity gains?

โ€ข How do we ensure a rising tide lifts all boats?

โ€ข How do keep the workforce motivated through this shift?

โ€ข What happens to our social fabric and human connection?


๐—ช๐—ต๐—ฎ๐˜ ๐—œ'๐—บ ๐˜๐—ฎ๐—ธ๐—ถ๐—ป๐—ด ๐—ฎ๐˜„๐—ฎ๐˜†:

The future is about partnership. And partnerships require intentionality.

We must make choices about pace and purpose that center people, not just productivity


The McKinsey report gives us the map. Now we need the courage to choose which future we're building.


What are you seeing in your organizations? How are you preparing your teams for this shift?


โ€”ย 

Ram Srinivasan

MIT Alum | Author,ย The Conscious Machineย | Global Future of Work and AI Adoption Leader published inย Business Insider,ย Fortune, Harvard Business Review, MIT Executive Viewpoints and more.


โ€”

A Message From Ram:

My mission is to illuminate the path toward humanity's exponential future. If you're a leader, innovator, or changemaker passionate about leveraging breakthrough technologies to create unprecedented positive impact, you're in the right place. If you know others who share this vision, please share these insights. Together, we can accelerate the trajectory of human progress.


Disclaimer:

Ram Srinivasan currently serves as an Innovation Strategist and Transformation Leader, authoring groundbreaking works including "The Conscious Machine" and the upcoming "The Exponential Human."


All views expressed on "Substrate" and across all digital channels and social media platforms are strictly personal opinions and do not represent the official positions of any organizations or entities I am affiliated with, past or present. The content shared is for informational and inspirational purposes only. These perspectives are my own and should not be construed as professional, legal, financial, technical, or strategic advice. Any decisions made based on this information are solely the responsibility of the reader.


While I strive to ensure accuracy and timeliness in all communications, the rapid pace of technological change means that some information may become outdated. I encourage readers to conduct their own due diligence and seek appropriate professional advice for their specific circumstances.


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