Institutional Trading

What a Trader Actually Does Is Manage Inventory and Risk

The job is not predicting where prices go. On most institutional desks it is providing liquidity, pricing risk, and managing a book that has to be hedged continuously.

↩ Looking BackPart of the 2020 to 2026 retrospective, written in July 2026. The date below marks the 2024 events this piece revisits, not when it was published, so it draws on everything known through mid 2026.
Nathan Xiang·May 19, 2024

The Popular Image Is Wrong

The public picture of a trader is someone taking directional bets on where prices will go. That describes a small minority of the profession.

Most institutional trading is market making: quoting a price at which you will buy and a price at which you will sell, and earning the difference while managing the inventory that accumulates.

The rest is largely execution: taking an order from a client or a portfolio manager and working it into the market at the best achievable price.

The Market Maker Problem

A market maker quotes both sides continuously. When a client sells, the maker buys and now owns something they did not choose to own.

The job from that moment is managing the position: hedging the risk, finding the other side, and doing so before the price moves enough to consume the spread earned.

The spread is the compensation for taking on inventory nobody else wanted at that moment. The risk is that the person selling to you knew something.

That last point is adverse selection, and it is the central problem of the business. If informed traders systematically trade against your quotes, the spread will not cover the losses. Quoting wider protects against this and loses business to competitors quoting tighter.

The Three Categories

TypeSource of profitRisk taken
Market makingBid ask spreadInventory and adverse selection
Agency executionCommissionMinimal principal risk
ProprietaryDirectional or relative value viewsFull market risk

Regulation after the financial crisis restricted proprietary trading at banks, which shifted much of that activity to hedge funds and independent trading firms. Bank desks are now more heavily oriented toward client facilitation.

What the Day Involves

Monitoring positions and their risk measures continuously, since a book with many positions has exposures that change as prices move.

Quoting prices to clients, which requires judging what the market will bear, what inventory you want, and what the request implies about the client view.

Hedging, which for a derivatives desk means rebalancing as the sensitivities of the book shift.

And working large orders without revealing intent, since a visible large order moves the price against the person trying to fill it.

The Skills That Matter

Fast, accurate mental arithmetic, because prices are quoted in real time and errors are expensive immediately.

Comfort with probability rather than certainty. Every quote is a bet with an edge, and the outcome of any individual trade says little.

Emotional control after losses. The ability to keep quoting normally after a bad morning is a genuine differentiator, and its absence ends careers.

And increasingly, technical skill. Much of the flow is handled by systems, and traders are frequently managing and adjusting automated pricing rather than quoting each trade by hand.

How the Job Has Changed

Electronic markets replaced voice trading in the most liquid products. Equities, futures, and major currencies are overwhelmingly electronic, and the traders in those markets are largely building and supervising systems.

Human traders persist where the product is complex, illiquid, or requires negotiation: structured products, less liquid credit, large blocks that cannot be worked electronically without moving the price.

The direction of travel is consistent. Where a product becomes standardised and liquid, the trading of it becomes automated.

The Bottom Line

Institutional trading is mostly making markets and executing orders rather than predicting direction. The economics are earning a spread against inventory risk and adverse selection, and the daily work is quoting, hedging, and managing a book. Automation has taken the liquid standardised products, leaving humans where complexity and negotiation still matter.

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