Traders are betting artificial intelligence and machine learning will have the biggest impact on financial markets in the coming years.
More than half of respondents to a JPMorgan Chase survey of 835 institutional and professional traders said such technology would have the most influence on trading in the next three years. That’s up from a quarter last year.
“This trend toward automation is something we’re seeing across the market now and is expanding into the credit and rates side as well as commodities,” said Scott Wacker, head of FICC e-commerce sales at JPMorgan.
Quantitative hedge funds are “bringing systematic models optimised with machine learning to over-the-counter markets”, he said.
“We’re also seeing asset managers using data in a more dynamic way using AI-enhanced technologies to assess and improve how they’re executing trades.”
Many asset managers already try to integrate some form of AI into their systems and algorithms, according to Bloomberg Intelligence’s 2022 US Institutional Equity Trading study. Still, the majority regarded AI as more of a “catchword emerging technology”.
The release of ChatGPT in November has turbocharged broader interest in AI technology and natural language processing. The tool has lit up the internet and sparked fresh debate over the role of AI across workplaces.
“People are amazed at what AI technology can achieve,” said Mr Wacker. “Natural language processing is moving along at pace but it’s a little harder to configure right now. It’s at the beginning of a journey.”
Elsewhere in JPMorgan’s survey, there were signs the past year’s turmoil in the cryptocurrency industry had curtailed enthusiasm toward the asset class.
Seventy-two per cent of traders say they have no plans to trade crypto, up from about a quarter last year.
Separately, blockchain and distributed ledger technology was seen as having the third-largest impact on trading after AI and application programming interface integration, which allows apps to work with each other. JPMorgan is using blockchain in repurchase agreement markets.
“Blockchain in terms of settling and managing trades is going to be very interesting,” said Mr Wacker.
“It’s a little further down the line. But in the same way that AI and machine learning weren’t quite there a couple years ago, blockchain technology is poised to move up the ladder.”
Traders predicted that "recession risk" would have the biggest impact on markets this year, closely followed by inflation. And in a change to the survey response for the past six years, "liquidity availability" was no longer the leading daily trading challenge. Instead, 46 per cent of traders predict "volatile markets" will be their greatest daily trading challenge this year.
That is “testament to how well the market has functioned over the past 12 months that liquidity concerns have reduced so drastically”, Mr Wacker said.
“In spite of the elevated volatility and activity, the markets have proven robust and reliable.”
VEZEETA PROFILE
Date started: 2012
Founder: Amir Barsoum
Based: Dubai, UAE
Sector: HealthTech / MedTech
Size: 300 employees
Funding: $22.6 million (as of September 2018)
Investors: Technology Development Fund, Silicon Badia, Beco Capital, Vostok New Ventures, Endeavour Catalyst, Crescent Enterprises’ CE-Ventures, Saudi Technology Ventures and IFC
Zakat definitions
Zakat: an Arabic word meaning ‘to cleanse’ or ‘purification’.
Nisab: the minimum amount that a Muslim must have before being obliged to pay zakat. Traditionally, the nisab threshold was 87.48 grams of gold, or 612.36 grams of silver. The monetary value of the nisab therefore varies by current prices and currencies.
Zakat Al Mal: the ‘cleansing’ of wealth, as one of the five pillars of Islam; a spiritual duty for all Muslims meeting the ‘nisab’ wealth criteria in a lunar year, to pay 2.5 per cent of their wealth in alms to the deserving and needy.
Zakat Al Fitr: a donation to charity given during Ramadan, before Eid Al Fitr, in the form of food. Every adult Muslim who possesses food in excess of the needs of themselves and their family must pay two qadahs (an old measure just over 2 kilograms) of flour, wheat, barley or rice from each person in a household, as a minimum.
Nick's journey in numbers
Countries so far: 85
Flights: 149
Steps: 3.78 million
Calories: 220,000
Floors climbed: 2,000
Donations: GPB37,300
Prostate checks: 5
Blisters: 15
Bumps on the head: 2
Dog bites: 1
Timeline
2012-2015
The company offers payments/bribes to win key contracts in the Middle East
May 2017
The UK SFO officially opens investigation into Petrofac’s use of agents, corruption, and potential bribery to secure contracts
September 2021
Petrofac pleads guilty to seven counts of failing to prevent bribery under the UK Bribery Act
October 2021
Court fines Petrofac £77 million for bribery. Former executive receives a two-year suspended sentence
December 2024
Petrofac enters into comprehensive restructuring to strengthen the financial position of the group
May 2025
The High Court of England and Wales approves the company’s restructuring plan
July 2025
The Court of Appeal issues a judgment challenging parts of the restructuring plan
August 2025
Petrofac issues a business update to execute the restructuring and confirms it will appeal the Court of Appeal decision
October 2025
Petrofac loses a major TenneT offshore wind contract worth €13 billion. Holding company files for administration in the UK. Petrofac delisted from the London Stock Exchange
November 2025
180 Petrofac employees laid off in the UAE
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Sheer grandeur
The Owo building is 14 storeys high, seven of which are below ground, with the 30,000 square feet of amenities located subterranean, including a 16-seat private cinema, seven lounges, a gym, games room, treatment suites and bicycle storage.
A clear distinction between the residences and the Raffles hotel with the amenities operated separately.
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ESSENTIALS
The flights
Etihad (etihad.com) flies from Abu Dhabi to Mykonos, with a flight change to its partner airline Olympic Air in Athens. Return flights cost from Dh4,105 per person, including taxes.
Where to stay
The modern-art-filled Ambassador hotel (myconianambassador.gr) is 15 minutes outside Mykonos Town on a hillside 500 metres from the Platis Gialos Beach, with a bus into town every 30 minutes (a taxi costs €15 [Dh66]). The Nammos and Scorpios beach clubs are a 10- to 20-minute walk (or water-taxi ride) away. All 70 rooms have a large balcony, many with a Jacuzzi, and of the 15 suites, five have a plunge pool. There’s also a private eight-bedroom villa. Double rooms cost from €240 (Dh1,063) including breakfast, out of season, and from €595 (Dh2,636) in July/August.
Company profile
Name: The Concept
Founders: Yadhushan Mahendran, Maria Sobh and Muhammad Rijal
Based: Abu Dhabi
Founded: 2017
Number of employees: 7
Sector: Aviation and space industry
Funding: $250,000
Future plans: Looking to raise $1 million investment to boost expansion and develop new products
FIXTURES
All kick-off times UAE ( 4 GMT)
Friday
Sevilla v Levante (midnight)
Saturday
Athletic Bilbao v Real Sociedad (7.15pm)
Eibar v Valencia (9.30pm)
Atletico Madrid v Alaves (11.45pm)
Sunday
Girona v Getafe (3pm)
Celta Vigo v Villarreal (7.15pm)
Las Palmas v Espanyol (9.30pm)
Barcelona v Deportivo la Coruna (11.45pm)
Monday
Malaga v Real Betis (midnight)
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Dust and sand storms compared
Sand storm
- Particle size: Larger, heavier sand grains
- Visibility: Often dramatic with thick "walls" of sand
- Duration: Short-lived, typically localised
- Travel distance: Limited
- Source: Open desert areas with strong winds
Dust storm
- Particle size: Much finer, lightweight particles
- Visibility: Hazy skies but less intense
- Duration: Can linger for days
- Travel distance: Long-range, up to thousands of kilometres
- Source: Can be carried from distant regions
more from Janine di Giovanni
Squad
Ali Kasheif, Salim Rashid, Khalifa Al Hammadi, Khalfan Mubarak, Ali Mabkhout, Omar Abdulrahman, Mohammed Al Attas, Abdullah Ramadan, Zayed Al Ameri (Al Jazira), Mohammed Al Shamsi, Hamdan Al Kamali, Mohammed Barghash, Khalil Al Hammadi (Al Wahda), Khalid Essa, Mohammed Shaker, Ahmed Barman, Bandar Al Ahbabi (Al Ain), Al Hassan Saleh, Majid Suroor (Sharjah) Walid Abbas, Ahmed Khalil (Shabab Al Ahli), Tariq Ahmed, Jasim Yaqoub (Al Nasr), Ali Saleh, Ali Salmeen (Al Wasl), Hassan Al Muharami (Baniyas)
