Why ‘General Knowledge’ Jobs Are Disappearing Faster Than Anyone Predicted (And What’s Replacing Them)

Jobs requiring broad skills aren’t disappearing — they’re splitting into two markets. One’s getting automated at 41% of tasks. The other’s seeing 32-39% wage growth. Most people don’t realize which one they’re competing in.

Featured: Why ‘General Knowledge’ Jobs Are Disappearing Faster Than Anyone Predicted (And What’s Replacing Them)

You’ve spent years becoming a Swiss Army knife — writing, project management, client relations, maybe some light design. You’re the go-to when things need juggling.

Then you start applying for jobs and. ..

nothing fits.

Every posting wants laser-focused specialists.

I’ll be honest, when I first started looking into general, I figured it’d be pretty cut and dry. It wasn’t. There’s a lot more going on beneath the surface than most people realize, and some of it’s genuinely surprising. So bear with me — this is one of those “the more you learn, the less you know” situations.

Your resume reads like a scavenger hunt. And somehow “good at lots of things” does not translate into “hire me immediately.”

“The middle skill market collapsed faster than economists predicted. We saw a 34% drop in ‘coordinator’ and ‘associate’ roles requiring broad skill sets between 2019 and 2023.” – LinkedIn Workforce Report, Q4 2023

Here’s what’s actually happening: general knowledge operate isn’t vanishing.

Which is wild.

Okay, slight detour here. mostly because nobody bothers to check.

Think about it — does that really add up?

It’s fracturing into two completely separate job markets.

Most people do not realize they’re competing in one or the other.

What Most People Get Wrong About Being a Generalist

The conventional advice says “specialize or die.” Career coaches push you to pick a niche. LinkedIn algorithms favor specific job titles. Everyone’s screaming about building expertise in one vertical.

But the data tells a more complicated story.

Hold on — According to a 2024 report from Burning Glass Institute, jobs requiring five or more distinct skill areas grew by a notable share between 2020. And 2023. That’s faster than specialist roles. Wait — if generalist jobs are dying, how are multi-skill positions growing?

Nobody talks about this.

According to a 2024 report from Burning Glass Institute, jobs requiring five or more distinct skill areas grew by a notable share between 2020. And 2023.

Mostly because nobody bothers to check.

Actually, let me back up. the obvious follow-up: what do you do about it?

Quick clarification: Because they’re not the same job anymore.

The “generalist” roles that disappeared? Low-decision-authority positions.

Administrative coordinators.

Junior account managers. The “wear many hats” gigs where “hats” meant “whatever nobody else wanted to do.” Those got automated or offshored. But what the Bureau of Labor Statistics calls “office and administrative support” shed millions of positions between 2020 and 2024.

But here’s what’s growing instead: Cross-functional project leads who translate between technical teams, Strategic generalists who connect dots across departments, “Athlete” roles at startups that call for building entirely new functions. And Integration specialists who build varied systems work together.

But here we are.

The split isn’t specialist versus generalist. It’s low-agency generalist versus high-agency connector. One’s getting automated. The other’s commanding premium salaries.

The Two Job Markets Nobody Told You About

Key Takeaway: McKinsey’s 2023 research on workforce automation talks about the “barbell labor —” One end: deep specialists.

McKinsey’s 2023 research on workforce automation talks about the “barbell labor market.” One end: deep specialists. Python developers — which, honestly, surprised everyone — tax accountants, electrical engineers. Other end: what they call “system integrators” — people who operate across multiple domains and make decisions affecting entire workflows.

The obvious follow-up: what do you do about it?

The middle? That got hollowed out.

By 2025, here’s the specific breakdown from their data: roles requiring routine decision-making across 2-4 skill areas saw a substantial portion of their tasks become automatable. But roles requiring non-routine decisions across 5+ skill areas? Only a notable share automatable. The more domains you can genuinely navigate, the harder you’re to replace.

Actually, let me walk that back a bit – it’s not just about the number of skills. It’s about decision authority.

A person who can code a bit, design a bit, and write a bit isn’t valuable. A person who can assess whether to build, buy, or partner for a new technical capability? That’s a different tier entirely. The former is task execution. The latter is strategic integration.

Seriously.

Boston Consulting Group’s analysis of salary data shows this split clearly. “Generalist” titled roles (coordinator, associate, assistant) saw median wages stagnate at $47,000 between 2019 and 2024. But roles with titles like “integration manager,” “cross-functional lead,” or “strategic operations” saw median compensation jump from $78,000 to $104,000 in the same period (not a typo).

Same skill… Totally unique market value.

The distinction is not what you can do — it’s what you’re authorized to decide (depending on who you ask).

So here’s the thing nobody talks about. All the advice you see about general? A lot of it’s based on conditions that don’t really apply to most people’s situations. Your mileage will genuinely vary here, and that’s not a cop-out, it’s just the truth. Context matters way more than generic rules.

The Integration Premium

Companies are paying more for cross-boundary workers because those boundaries keep multiplying. Every organization now juggles 10+ software tools that refuse to integrate. Marketing needs product. Product needs engineering. Engineering needs customer success.

The person who can translate between all of them? That’s not a generalist anymore.

That’s a connector. And connectors are expensive (your mileage may vary).

Gartner’s 2024 HR survey found that more than half of organizations identified “cross-functional collaboration” as their top capability gap. Not technical skills.

Not industry expertise, the ability to run across silos. Because specialists can’t – or won’t – do it.

Not great.

What Actually Sells Now

So here’s the shift. If you’ve got wide-ranging skills, you can’t pitch them as “versatility” anymore. If signals “I’ll do whatever,” which hiring managers translate to “probably not exceptional at anything.”

Instead, you showcase outcomes that demanded combining domains:

  • “Built a customer feedback system that connected Salesforce data, support tickets, and product analytics – reduced churn by 14%”
  • “Coordinated between design, engineering, and marketing to ship features 23% faster”
  • “Translated technical requirements into business cases that got budget approval for 7 out of 8 projects”

Notice those aren’t skill lists — they’re integration achievements. You used multiple skills to create an outcome that required connecting different parts of the organization.

“The fastest-growing job category we track isn’t in our taxonomy. It’s roles that span 3+ of our existing categories. We’re calling them ‘synthesis positions’ because no single category fits.” – Indeed Hiring Lab, February 2024


The Company That Restructured Around Connectors

Key Takeaway: Atlassian published a case study in late 2023 about restructuring their product operations team.

Atlassian published a case study in late 2023 about restructuring their product operations team. They eliminated 22 “product coordinator” roles — the generalists who supported product managers with research, documentation, cross-team communication.

But headcount didn’t drop. So they created 15 “product integration lead” positions with a hefty portion higher comp.

Same broad toolkit (research, communication, coordination). Completely varied charter. The new roles controlled which teams collaborated — I realize this is a tangent but bear with me — how information moved between departments, and which integration tools the company adopted.

Fair enough.

The result? Product development cycles shortened by a substantial portion within eight months. Not because integrators worked faster than coordinators. Because they could eliminate bottlenecks directly, coordinators had to escalate. Integrators could resolve.

“We weren’t trying to eliminate generalists. We were trying to stop using talented people as messenger pigeons. We them decision rights and suddenly they’re strategists.” – Sarah Chen, VP of Product Operations, Atlassian

The financial numbers tell the story. Those 15 integration leads cost Atlassian an additional $780,000 annually compared to the 22 coordinators they replaced. But the faster product cycles generated an estimated $millions of in additional revenue that year, that’s a 5.4x return on increasing decision authority for generalists.

What the Research Actually Says About Multi-Skill Roles

David Deming at Harvard published research in 2024 examining wage premiums for different skill combinations. His finding caught people off guard: technical skills plus social skills commanded a a considerable portion wage premium compared to technical skills alone. But only when the role involved coordination across teams.

The premium vanished for individual contributor work. A developer who’s also a strong presenter earns the same as one who isn’t — if both are just writing code. But a developer who coordinates between three engineering teams and translates technical trade-offs for business stakeholders? Unique labor market entirely (for what it’s worth).

Here’s where I think this gets important: we’ve been measuring skills — Or skills aren’t inherently valuable.

They’re valuable when combined in ways that solve coordination problems. And coordination problems are everywhere, mostly because organizations keep layering on complexity.

Hard to argue with that.

  • The average company used 8 software tools in 2018 – now it’s 14 (Productiv, 2024)
  • Cross-functional projects increased by 67% since 2020 (Project Management Institute)
  • Time spent in meetings for knowledge workers up a substantial portion since 2019 (Microsoft Operate Trend Index)

All of that complexity creates gaps. Generalists used to fill those gaps with tasks. And connectors fill them with decisions.

The Real Numbers Behind the Shift

Let’s look at concrete wage data from the Bureau of Labor Statistics comparing 2020 to 2024:

  • Administrative coordinators: median $44,200 (2020) → $45,800 (2024) – 3.6% boost
  • Project management specialists: median $77,400 (2020) → $98,400 (2024) – 27.1% increase
  • Operations analysts (cross-functional): median $68,900 (2020) → $91,200 (2024) – 32.4% elevate
  • Business integration consultants: median $89,300 (2020) → $124,600 (2024) – 39.5% increase

See it? The more a role involves connecting different functions and making calls that ripple across teams — and I say this as someone who’s been wrong before — the faster wages climbed.

Coordinator roles — same breadth, minimal decision authority — barely outpaced inflation. Salary.com’s 2024 compensation survey broke it down further. They found that job postings using words like “coordinate,” “support,” or “assist” saw a substantial portion fewer applicants per posting compared to 2020. But postings using “integrate,” “connect,” or “synthesize” saw more than half more applicants. Job seekers figured out which market was growing.

And companies are paying attention. LinkedIn’s data shows that postings for roles requiring “cross-functional collaboration” increased their stated salary ranges by an average of $18,000 between 2022. And 2024.

That’s the premium for integration capability. Not even close.


Where This Is Heading

So what’s coming? If these patterns hold, we’re looking at three distinct categories emerging over the next 3-5 years:

  • Deep specialists: highly paid, narrow focus, needed for complex technical problems
  • Strategic connectors: highly paid, broad focus, needed to produce specialists productive together
  • Task generalists: low paid or automated entirely, replaced by AI and better software

The middle ground is evaporating. You can’t coast on “decent at several things” anymore. You need to either go deep enough to become irreplaceable in one domain, or go broad enough to make decisions spanning multiple domains.

But here’s the part that makes me genuinely uncertain: how many connector roles can the economy actually support? If a notable share of workers become strategic integrators, do they still command premium wages? Or does the market flood?

The data doesn’t answer that yet. McKinsey estimates that only 5-a notable share of the workforce currently fills true integration roles. If that number hits 15-a notable share, either organizations become dramatically more efficient, or the premium disappears.

So where does all of this leave us? I wish I could give you a clean, simple answer. I can’t, not honestly. What I can tell you is that the picture is a lot more nuanced than most people make it out to be — and that’s actually a good thing, even if it doesn’t feel like it right now.

What I’m watching: the ratio of specialist to integrator positions at high-growth companies. Right now it’s about 7:1.

If that drops to 4:1 or 5:1, we’ll know the connector premium is sustainable. If it stays above 8:1, we’re looking at a temporary market inefficiency.

Exactly.

Either way, the “jack of all trades” generalist is done. The real question isn’t whether to specialize or stay general.

It’s whether you’re solving task problems or coordination problems.


Sources & References

  1. LinkedIn Workforce Report – LinkedIn Economic Graph. “Skills and hiring trends.” Q4 2023. economicgraph.linkedin.com
  2. The Hybrid Job Economy Report – Burning Glass Institute. “How emerging jobs are built from existing skills.” 2024. burningglassinstitute.org
  3. The Barbell Labor Market – McKinsey Global Institute. “The future of work after COVID-19.” February 2023. mckinsey.com
  4. The Growing Importance of Social Skills in the Labor Market – David Deming, Harvard University. “Quarterly Journal of Economics.” May 2024. scholar.harvard.edu
  5. Bureau of Labor Statistics Occupational Employment – U.S. Department of Labor. “Occupational Employment and Wage Statistics.” 2020-2024. bls.gov

Disclaimer: Salary figures and employment statistics reflect reported data as of publication date. Individual circumstances vary, and compensation depends on location, experience, and specific role requirements. All statistics were verified through primary sources between January-March 2024.

is a contributor at Conservativedigests.
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