High-Frequency Trading (HFT) (2024)

An algorithmic trading characterized by the high speed of trading, extremely large number of transactions and very short-term investment horizon

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High-frequency trading (HFT) is algorithmic trading characterized by high-speed trade execution, an extremely large number of transactions, and a very short-term investment horizon. HFT leverages special computers to achieve the highest speed of trade execution possible. It is very complex and, therefore, primarily a tool employed by large institutional investors such as investment banks and hedge funds.

High-Frequency Trading (HFT) (1)

Complex algorithms that are used in high-frequency trading analyze individual stocks to spot emerging trends in milliseconds. It will result in hundreds of buy orders to be sent out in a matter of seconds, given the analysis finds a trigger.

Advantages of High-Frequency Trading

High-frequency trading, along with trading large volumes of securities, allows traders to profit from even very small price fluctuations. It allows institutions to gain significant returns on bid-ask spreads.

Trading algorithms can scan multiple markets and exchanges. It enables traders to find more trading opportunities, including arbitraging slight price differences for the same asset as traded on different exchanges.

Many proponents of high-frequency trading argue that it enhances liquidity in the market. HFT clearly increases competition in the market as trades are executed faster and the volume of trades significantly increases. The increased liquidity causes bid-ask spreads to decline, making the markets more price-efficient.

A liquid market sees less risk associated with it, as there will always be someone on the other side of a position. Also, as liquidity increases, the price a seller is willing to sell for, and a buyer is willing to pay for will move closer together.

The risk can be mitigated with several strategies – one of which is stop-loss order, which will ensure that a trader’s position will close at a specific price and prevent further loss.

Risks of High-Frequency Trading

High-frequency trading remains a controversial activity and there is little consensus about it among regulators, finance professionals, and scholars.

High-frequency traders rarely hold their portfolios overnight, accumulate minimal capital, and establish holding for a short timeframe before liquidating their position.

As a result, the risk-reward, or Sharpe Ratio, is exceptionally high. The ratio is much greater than the classic investor who invests with a long-term strategy. A high-frequency trader will sometimes only profit a fraction of a cent, which is all they need to make gains throughout the day but also increases the chances of a significant loss.

One major criticism of HFT is that it only creates “ghost liquidity” in the market. HFT opponents point out that the liquidity created is not “real” because the securities are only held for a few seconds. Before a regular investor can buy the security, it’s already been traded multiple times among high-frequency traders. By the time the regular investor places an order, the massive liquidity created by HFT has largely ebbed away.

Furthermore, it is supposed that high-frequency traders (large financial institutions) often profit at the expense of smaller players in the market (smaller financial institutions, individual investors).

Finally, HFT has been linked to increased market volatility and even market crashes. Regulators have caught some high-frequency traders engaging in illegal market manipulations such as spoofing and layering. It was proven that HFT substantially contributed to the excessive market volatility exhibited during the Flash Crash in 2010.

Ethics and Market Impact

Some professionals criticize high-frequency trading since they believe that it gives an unfair advantage to large firms and unbalances the playing field. It can also harm other investors that hold a long-term strategy and buy or sell in bulk.

Critics also suggest that emerging technologies and electronic trading starting in the early 2000s play a role in market volatility. Small and large crashes can be amplified by such technologies mass liquidating their portfolios with specific market cues.

Some European countries want to ban high-frequency trading to minimize volatility, ultimately preventing adverse events, such as the 2010 US Flash Crash and the Knight Capital collapse.

Algorithms can also be created to initiate thousands of orders and canceling them seconds later, creating a momentary spike in price. Taking advantage of such a type of deception is widely considered immoral and sometimes illegal.

Related Readings

CFI offers the certification program for those looking to take their careers to the next level. To keep learning and developing your knowledge base, please explore the additional relevant resources below:

  • Investing: A Beginner’s Guide
  • Primary Market
  • Trading Mechanisms
  • VSAT
  • See all equities resources
  • See all capital markets resources
High-Frequency Trading (HFT) (2024)

FAQs

Is HFT still profitable? ›

Yes, HFT can be profitable, but those newcomers should stick to manual trading to understand the market and gain experience. As traders start with day trading, they can slowly refine their strategies and work their way to using HFT.

Is working in HFT worth it? ›

49% of Hft employees would recommend working there to a friend based on Glassdoor reviews. Employees also rated Hft 3.1 out of 5 for work life balance, 3.0 for culture and values and 2.8 for career opportunities.

Is it hard to get into HFT? ›

Be aware that HFT is an extremely technical discipline and it attracts the very best candidates from the fields of mathematics, physics, computer science and electronic engineering, often at the grad school level or with years of industry expertise in a niche area.

What is the average return on HFT? ›

The exact average return on HFT is difficult to pinpoint, as HFT firms generally keep their detailed trading strategies and performance metrics private. However, most estimates put the average yearly return from HFT strategies between 5-15%, with the top firms generating returns of 20% or more in good years.

Why do high-frequency traders never lose money? ›

Yes, high-frequency traders (HFTs) can and do lose money, just like any other traders. While HFT strategies are designed to execute a large number of trades at extremely fast speeds to capitalize on small price discrepancies, the inherent risks and challenges of trading still apply.

Will HFT be banned? ›

A ban on HFT would be unlikely, as that would make it harder for investors to get their trades filled, and it would lead to wider bid-ask spreads, Greifeld told analysts and investors during a presentation in New York on Thursday.

What is the highest paid HFT firm? ›

When it comes to compensation, Jane Street takes a lot to beat. Its entry level engineers are the highest paid in the world according to levels. fyi, and interns have been said to earn $64k in just 11 weeks. In 2023, Levels says the average total compensation for software engineers was $436k.

Why is HFT controversial? ›

Some professionals criticize high-frequency trading since they believe that it gives an unfair advantage to large firms and unbalances the playing field. It can also harm other investors that hold a long-term strategy and buy or sell in bulk.

What is the highest salary in HFT? ›

The highest salary in a high-frequency trading (HFT) company can vary greatly depending on the company, its location, the size of the company, and the individual's experience and qualifications. Salaries for experienced professionals in the HFT industry can range from $100,000 to more than $1 million.

Do brokers allow HFT? ›

Yes, high-frequency trading is legal. That being said, it's possible that high-frequency trading strategies will not be permitted by your broker.

What math is used in HFT? ›

So the math that is useful to know is linear algebra, statistics, time series and optimisation (to some extent it's useful to be familiar with machine learning, which encompasses all of the above). Don't go into HFT thinking that you will primarily be doing advanced math.

How do HFT traders make money? ›

By using predetermined HFT strategies to place limit orders to sell or buy, many high-frequency trading firms used market making as an effective strategy. These firms do this to earn the bid-ask spread and make money.

Is a 7% return realistic? ›

While quite a few personal finance pundits have suggested that a stock investor can expect a 12% annual return, when you incorporate the impact of volatility and inflation, 7% is a more accurate historical estimate for an aggressive investor (someone primarily invested in stocks), and 5% would be more appropriate for ...

Is 7% return good? ›

General ROI: A positive ROI is generally considered good, with a normal ROI of 5-7% often seen as a reasonable expectation. However, a strong general ROI is something greater than 10%. Return on Stocks: On average, a ROI of 7% after inflation is often considered good, based on the historical returns of the market.

What are the risks of HFT? ›

High-frequency trading offers significant benefits to online Forex brokers, including speed, liquidity provision, risk management, and data analysis. However, it also comes with disadvantages such as increased market volatility, concerns about market manipulation, high infrastructure costs, and regulatory scrutiny.

What is the future of HFT trading? ›

The future of High-Frequency Trading in India holds both promise and challenges. While HFT has the potential to enhance liquidity, price discovery, and market efficiency, regulatory oversight and fair access must be prioritised.

What is the future of HFT? ›

Artificial Intelligence is playing a pivotal role in shaping the future of high-frequency trading. Machine learning algorithms analyze vast datasets in real-time, enabling traders to make split-second decisions based on complex patterns and market trends.

How does HFT make profit? ›

High-frequency trading strategies

HFT makes extensive use of arbitrage, or the buying and selling of a security at two different prices at two different exchanges. Although the strategy can be extremely risky, even a small difference in price can yield big profits.

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