High Frequency Trading: HFT in Algorithmic Trading | Share India (2024)

We have come a long way in terms of investor participation in financial markets in India. Not only has the number of retail investors increased, but the way they participate has also drastically changed. From phoning brokers to placing orders, the introduction of Demat accounts has helped us place orders with a few clicks. However, advancement does not stop there, as all the major institutions have adopted automation into their trading systems. In other words, institutions trade in the market using algorithms to execute different strategies like high-frequency trading.

Table of Contents

What Is High-Frequency Trading?

This article focuses on High-Frequency Trading or HFT, which falls under the umbrella of algorithmic trading. So, to understand HFT, we first need to know what algorithmic trading or algo-trading is. In simple words, algorithmic trading is performed by programming computers to trade based on the instructions provided in the system. Since it is the computer performing the trade, there are no interventions of human emotions that result in a deviation from the planned strategy.

Now that you know what algorithmic trading is, let us look at high-frequency trading. HFT makes use of algorithms to take advantage of opportunities that last for an infinitesimal period. In a time period that may span for a few milliseconds, the algorithm may capitalise on miniscule price movement. So, in simple words, it sends trade orders to the exchange at instantaneous speeds. This type of trading allows traders to make instant trades, which otherwise would not have been possible due to the limitations of our perceptual and motor mechanisms.

For example, institutions like insurance companies and pension funds use HFT to place large orders. With the help of it, they split their large order into a myriad of small orders. That is because the order volume of institutions is large enough that, if placed at once, it can severely impact the price of the asset.

Difference Between HFT and Algo-Trading

The terms algorithmic trading and high-frequency trading may be used interchangeably by traders while colloquially discussing a relevant subject. However, from the above paragraphs, you know that HFT is a branch of algorithmic trading. Hence, every high-frequency trade is an algorithmic trade, but every algorithmic trade is not a high-frequency trade. For instance, an algorithm written to execute a buy order every time the price of a specific asset cuts above its 50-day Moving Average and sell if it cuts under will not qualify as a high-frequency trade. You can refer to the table to know what makes HFT unique as compared to other forms of algo-trading.

Algo TradingHFT
The algorithm, which is composed of computer code that automates the trade, is the identity of algo trading.The instantaneous transaction speeds and the high turnover rates are the primary traits of HFT.
The algorithm need not be extremely complex, and the system need not be of the highest order to execute tradesThe algorithms for HFT are immensely complex, and sophisticated technological infrastructure is used to carry out these trades.
The order parameters do not need to be restricted to a particular size or time spans.Generally manages and sends small-scale orders to the exchange at great speeds.
It can be used by every trading participant in the market.HFT is generally a market maker’s approach.

To summarise, the HFT algorithm is more concrete and well-defined, and one requires high computing power to execute such trades.

Advantages of High-Frequency Trading

The capability to execute transactions at instantaneous speeds gives high-frequency traders plenty of advantages over those who practise regular trading and even other forms of algo-trading. The advantages of HFT are:

Profits on Small Price Movements

HFT makes it possible for traders to make profits on even the slightest movement of the asset’s price. The human body is incapable of reacting promptly to capitalise on a price movement that lasts for a few milliseconds. Hence, HFT allows institutional investors to attain bid-spread returns.

More Opportunities

An HFT trader, or any practitioner of algo-trading for that matter, can take advantage of more trading opportunities compared to regular online trades. That is because algorithms can scan through multiple charts within a few minutes. On the other hand, manual scanning of that many charts would take more than a day.

Higher Liquidity

HFT gives rise to higher market liquidity due to the huge volumes and transaction speeds. As it creates more liquidity in the markets, HFT even benefits regular retail investors indirectly.

Challenges of High-Frequency Trading

However, despite its advantages, the critiques of high-frequency trading argue that algorithms can be misused to spoof traders. Algorithms can be designed to send numerous fake orders and cancel them immediately. This leads to a false spike in the demand or supply that results in price irregularities. Likewise, they also argue that the liquidity created by HFT is not real since securities are only held for a few seconds.
Moreover, only the institutions that have access to systems can perform HFT. Hence, only the institutions reap fruits while the regular investor struggles to compete with these institutions. For a regular investor to perform HFT, they will require the knowledge to write code and develop compatible high-frequency trading software. Institutions, on the other hand, can easily hire professionals to develop high-frequency trading software and get their systems up and running. Secondly, retail investors also lack the capital to set up the physical infrastructure required to perform that type of trading. At the same time, this space is getting so competitive among institutions in the developed markets that can afford the prerequisites that immense resources go towards improving the algorithm.

Conclusion

In India, algorithmic trading is in the initial stages of its growth phases, as it is mostly the institutions that carry out algo-trading. However, in developed economies like the United States, it is estimated that more than a third of orders are placed by computer algorithms. Both markets are expected to see the number of algo-traders increase, albeit the former is likely to see faster growth than the latter. In India, we have share brokers like Share India trying to propagate algo trading solutions in the retail segment.

Frequently Asked Questions (FAQs)

Popular HFT strategies include market making, liquidity provisioning, statistical arbitrage, and price movement ignition. However, since high-frequency trading software is generally only available to Institutions, only they can implement these strategies.

The SEBI (Securities and Exchange Board of India) lays down high-frequency trading regulations in India.

High-frequency trading software and systems are beyond the reach of retail investors. Generally, only institutions can afford them since the entry-level systems for such trading will cost around USD 5,000 (around INR 4,08,247). If we look at top-of-the-line systems, they could be around USD 1 million (around INR 8,16,54,000).

High Frequency Trading: HFT in Algorithmic Trading | Share India (2024)

FAQs

High Frequency Trading: HFT in Algorithmic Trading | Share India? ›

High-Frequency Trading (HFT) has become a dynamic force in the financial landscape of India, bringing both excitement and challenges to the stock market. At its core, HFT involves executing a large number of orders at incredibly high speeds, often within microseconds.

Is HFT allowed in India? ›

In India, the legal and regulatory framework governs HFT activities. The Securities and Exchange Board of India (SEBI) has implemented regulations to ensure fair and orderly markets, including guidelines on co-location facilities, algorithmic trading, and risk management.

How much does HFT pay in India? ›

Hft Developer salaries in India

The estimated salary for a Hft Developer is ₹19,00,000 per year. This number represents the median, which is the midpoint of the ranges from our proprietary Total Pay Estimate model and based on salaries collected from our users.

How much does it cost to set up HFT in India? ›

How much does it cost to set up a system capable of performing HFT? High-frequency trading software and systems are beyond the reach of retail investors. Generally, only institutions can afford them since the entry-level systems for such trading will cost around USD 5,000 (around INR 4,08,247).

What is the percentage of HFT in India? ›

We observe that HFT participation in NSE has grown over time. In 2011, it accounted for less than 1% of overall trading volume, while it grew to 6.3% in 2015 and 14.8% in 2019[4].

Does Zerodha allow HFT? ›

The only limitation is that Zerodha API is not built for HFT, so you cannot deploy very latency-sensitive strategies. Note: If you need a professional service to deploy strategies in Python for you, provide your requirements here. If playback doesn't begin shortly, try restarting your device.

Is 4x trading legal in India? ›

No, forex trading isn't illegal in India. It is legal but heavily regulated by the RBI and the SEBI.

Is HFT legal in the US? ›

Yes, high-frequency trading is legal.

Is HFT still profitable? ›

This type of trading can be very profitable but also carries significant risks. In simple terms, HFT is a method that employs powerful computers to execute a vast number of orders in fractions of a second. It employs advanced algorithms to analyze various markets and execute trades based on current market conditions.

How much does a high frequency trader earn in USA? ›

The average salary for High Frequency Trading is $1,34,946 per year in the United States. The average additional cash compensation for a High Frequency Trading in the United States is $43,481, with a range from $32,611 - $60,873.

Can I do high-frequency trading on my own? ›

it requires a significant amount of capital and sophisticated technology in order to be successful. Additionally, high-frequency trading typically requires access to the same data and technology like low latency APIs, co-location etc that professional traders have access to, which can be difficult to come by at home.

What is the average return on HFT? ›

The average HFT firm earns abnormal annualized returns of 39.92%.

What is the return rate of HFT? ›

However , studies have shown that top - performing high frequency trading firms can achieve annual returns of 20 - 30 % , with some even reaching returns of over 50 % .

What are the risks of HFT trading? ›

Risks of High-Frequency Trading

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.

What is the future of high-frequency trading? ›

The Future of High-Frequency Trading

The future may see more sophisticated algorithms, the incorporation of artificial intelligence, and even greater speeds. However, this will likely be accompanied by enhanced regulatory scrutiny to ensure fair and orderly markets.

Which HFT is best? ›

Some of the best-known HFT firms include Tower Research Capital, Citadel LLC, and Virtu Financial.

Is expert option trading legal in India? ›

Best Binary Trading Apps for Beginners in 2024✅

Expert Option has demonstrated its commitment to operating as a safe, legal, and trustworthy broker. The broker's IFSC licensing, regulatory oversight, client fund protection measures, and robust cybersecurity practices all contribute to its legitimacy and reliability.

Is HFT trading illegal? ›

Regulators have caught some high-frequency traders engaging in illegal market manipulations such as spoofing and layering.

Which trading is not allowed in India? ›

In India, however, forex trading platforms are outlawed. While currency trading is not possible on the foreign exchange market, it is possible on the stock exchange. The Foreign Exchange Management Act makes binary trading illegal (FEMA).

How to do HFT in India? ›

Strategic Trading Tactics in HFT

HFT isn't just about automated buying and selling. It involves specific strategies designed to capitalize on small price gaps in the market. For example, strategies might include statistical arbitrage, market making, or event arbitrage.

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