Specialist
A specialist was a designated person on the floor of a stock exchange, most famously the New York Stock Exchange, who was responsible for a specific group of stocks. Their job was to keep an orderly market in those names: matching buyers with sellers, and stepping in with their own firm's money to buy or sell when there was a temporary imbalance, such as far more sellers than buyers at the open.
To do this, the specialist kept the "book" — the running list of buy and sell orders sitting above and below the current price that hadn't been filled yet. When a stock opened for trading, or when there was a sudden imbalance during the day, the specialist would set a price that tried to clear as much of that book as possible, and would use their own inventory of shares to smooth over gaps in supply or demand.
The nuance that trips people up is that this was a physical, human-run role tied to floor-based trading, and it has largely been replaced. Exchanges have moved to electronic matching systems, and the specialist's functions — quoting prices, providing liquidity, managing the order book — are now largely performed by designated market makers (DMMs) and automated systems, with far less discretion and floor presence than the old specialist had. You'll still see the word used loosely, sometimes interchangeably with "market maker," but on modern exchanges the formal specialist role, as it once existed, is mostly historical.
This term depends on a rule or threshold that changes over time, so no specific figure is quoted here. The definition asserts the specialist role still exists and describes its current mechanics. A human should confirm the current terminology and rules on the relevant exchange (e.g., NYSE's designated market maker system) — including whether 'specialist' is still an official title anywhere, and what obligations DMMs currently have — against the exchange's own rulebook or current NYSE/SEC documentation, since floor-trading structures have changed significantly over time.
A day trader who understands the specialist/DMM function understands why opening and closing prices can move sharply on thin information — there's still an entity absorbing imbalance at those moments, and knowing that helps explain gaps and volatility at the open.
Before the open, a stock has orders to buy 50,000 shares and orders to sell 200,000 shares at the prior day's closing price. The specialist (or today, the DMM) sets an opening price lower than yesterday's close, low enough to attract more buyers and clear a larger portion of that imbalance, and may use firm inventory to fill the rest.
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