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Pricing risk: why a "stable job" is the biggest risk you carry

Your largest asset is not your house. It is your future earning capacity, and it is concentrated in one place with no hedge.

Anyone who invests understands one rule: do not put all your money into a single stock. Most people are doing exactly that with 100 percent of their income — one employer, one industry, one role — and never use the word "concentration" to describe it.

1. Two meanings of "stable"

When people call a job stable, they usually mean: the salary arrives monthly, the company will not collapse tomorrow, the role will not disappear next year.

That is accurate, but it describes only one thing: short-term predictability.

Risk is not short-term movement. Risk is the possibility of permanent loss. A job can pay reliably for ten years and then disappear in year eleven because an industry shifted. The first ten years of stability provide no buffer for year eleven.

The opposite of stable is not unsafe. It is concentrated. One job means all of your income comes from a single source. That is not stability — it is a single position with everything behind it, mistaken for safety because nothing broke for ten years.

2. A live example

Fifteen years ago, software engineering looked like a safe bet: high demand, high pay, value that grew with experience.

Then AI arrived.

Writing a standard function, modifying an endpoint, generating a test suite — work that took a junior engineer hours now takes seconds. The people hit hardest are not senior architects. They are the entry-level roles, which is exactly where almost everyone enters the field.

The important part of that story is not "AI replaces programmers". It is this:

When a person chose that degree, AI was not a variable. Four years later, at graduation, the rules had changed. And every decision they made was rational at the time.

This is not unique to software. Accounting, translation, customer support, graphic design, paralegal work — all are going through the same process. Only the timing differs.

So the real question is not "which industry will never disappear". Nobody can forecast the industry landscape four years out, let alone forty. The real question is: when the change arrives, do you have a second path?

3. Your largest asset is unhedged

Run the numbers. A 30-year-old earning $80,000 with 30 years to retirement:

Total future income
$2.4M
$80k x 30 years, undiscounted
Present value
about $1.23M
discounted at 5%
Compare: a house
$400k
what many people call "their assets"

In other words, this person's earning capacity is worth several times the house they live in.

Now compare how the two assets are treated:

The houseEarning capacity
Insured?Almost always, against fireUsually not
Diversifiable?REITs, other cities, other countriesOne employer
Can it go to zero suddenly?Very unlikelyJob loss, illness, accident
Consequence of lossRebuildableMortgage default, household cash flow collapse

You insured the house. You did nothing about the larger asset.

4. Diversification is not only for portfolios

The word gets worn out in investing, but the principle applies to every asset, including you.

There are at least three layers of risk a person faces:

  1. Income diversification. If all income comes from one salary, unemployment means zero income. A side income, rent, dividends, freelance work — you do not need all of them, but you need a second one.
  2. Skill diversification. Someone who can do only one thing has no fallback when that thing is automated. Transferable abilities — communication, sales, writing, organising — survive change better than knowledge of a specific tool.
  3. Financial diversification. Cash, insurance, investments and property each serve a different function. Treating them as interchangeable puts everything in one basket.

The third layer is where insurance sits, and it is the most commonly skipped — because it looks like a bad deal. You pay, and the best outcome is that you never use it.

5. Insurance: hedging the largest asset

First, correct a common misunderstanding: insurance is not an investment.

Investing aims to make money grow. Insurance aims to stop you from being forced to sell your investments at the worst moment. It produces no return. It guarantees you are not forced to liquidate at the bottom.

For your largest asset — future earning capacity — there are only three ways it can be lost:

RiskConsequenceHedge
DeathIncome stops permanently; mortgage, school fees and living costs continueTerm life insurance
Critical illness or disabilityIncome interrupted plus medical costs surge — a double hitCritical illness, medical, disability cover
AccidentSudden, low probability, potentially permanent consequencePersonal accident cover

6. The primary earner must be insured

This is not a sales pitch. It is arithmetic.

A household usually has one or two main income sources. If one disappears, what happens?

And all of this happens at the moment of lowest negotiating power — no time to compare, no energy to plan, no appetite to bargain.

Think of the household as a portfolio. The primary earner is the largest single holding, often above 70 percent of the total. Insurance is the only tool that hedges that holding. Skipping it leaves the whole portfolio exposed to a single risk it cannot absorb — and that is not optimism, it is an uncalculated position.

For sizing, the standard "needs approach" is:

Cover = debts + education + annual household spending x 5 to 10 − liquid assets

That number is usually far larger than people expect. A household spending $60k a year with a $300k mortgage and $150k of expected education costs is likely looking at a gap above $600k.

Term life insurance — pure protection, no savings component — typically costs 1 to 3 percent of annual income for that coverage. That range is affordable for most households.

7. Calculate your gap

This calculator estimates two things: what your earning capacity is worth, and how much of it is unprotected.

Coverage gap (suggested sum insured)
—
—
Earning capacity (present value)—
Total future income (undiscounted)—
Total household obligations—
Gap as share of earning capacity—
Indicative term-life premium (per year)—

Premium figures use a rough range of 0.1 to 0.3 percent of the sum insured per year for pure term cover, rising with age. They indicate order of magnitude only; actual pricing varies widely by region, health and product.

8. Three layers, none optional

LayerWhat to doRisk it addresses
IncomeA second income source alongside the main jobJob loss, industry decline
SkillTransferable abilities, not one specific toolAutomation, role disappearance
FinancialEmergency fund + insurance + investment portfolioUnexpected costs, cash flow collapse

The cheapest and most frequently skipped piece is the insurance part of the third layer — because it gives no immediate feedback. Buy it and stay healthy, and it feels wasted. Skip it and nothing happens, and it feels like saving.

That is exactly what makes insurance counterintuitive: its best outcome is that you never use it.

9. Common mistakes

  1. Treating "stable" as "no risk". Stability is short-term predictability, not long-term safety.
  2. Buying insurance as an investment. Products with a savings component often under-insure and over-charge. Buy pure protection first.
  3. Insuring the children but not the earner. A sick child has parents to carry the load. A collapsed parent has nobody. The order is backwards.
  4. Sizing cover at one year of income. The actual gap is debts plus education plus five years of spending.
  5. Assuming state benefits are enough. Public systems cover basic healthcare and partial income replacement, not a mortgage balance or school fees.
  6. Diversifying money but not income. Rebalancing a portfolio does not help when the only income source stops.
  7. Avoiding the topic because it feels unlucky. Not discussing it does not remove the risk. It only ensures the family faces it with grief and no money at the same time.

Frequently asked questions

Why is a stable job a risk?
Because the opposite of stable is not unsafe, it is concentrated. One job means all of your income comes from one employer, one industry, one role. That is not stability. It is a single position with everything behind it. Real stability is the ability to earn in more than one place.
Why must the primary earner be insured?
Because the primary earner is an asset: decades of future income. If that asset stops, household cash flow stops immediately, while the mortgage, school fees and living costs continue. Insurance is the only tool that hedges this asset.
Is insurance an investment?
No. Insurance does not produce returns. Its job is to prevent you from being forced to sell your investments at the worst possible moment.
If I already have public coverage, do I need private insurance?
Usually yes, but identify where the gap is first. Public systems typically cover basic healthcare and partial income replacement, not the mortgage balance, education costs or long-term disability. Size the gap before buying products.
What if I cannot afford insurance?
Start with the cheapest pure-protection products — term life and accident cover — which are very inexpensive at younger ages. Cover the debts first, then add as income rises. The order is: have some, then have enough, then have complete.
Will AI really eliminate my industry?
It may not eliminate it, but it will likely restructure it. The useful question is not which industry is safe, but whether you have a second path when the change arrives. That is precisely what income and skill diversification are for.

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