Type of Job:

White collar
Generative AI will change white-collar jobs by automating tasks, enhancing work, or changing roles. Highly educated jobs may face the most impact, while blue-collar jobs will likely see growth.

What Constitutes Artificial intelligence (AI)?

Artificial Intelligence (AI) is a technology that allows systems, whether software or machine-based, to autonomously make predictions, recommendations, or decisions that impact both real and virtual environments without the need for constant human guidance or intervention.

Sources

Author:

Juan D. Montoya

Juan D. Montoya

Economist and AI researcher.

Will Financial Quantitative Analysts be replaced by AI & Robots?

Financial Quantitative Analysts risk of being automated:

Low

This job has a low likelihood of substantial automation within the next 20 years, placing it in the lower quartile for automation probability among occupations.

Current Degree of Automation:

45
(1-100)

Source

Key findings

GenAI is poised to enhance the role of Financial Quantitative Analysts by streamlining tasks such as number crunching, market analysis, and predictive modeling.

It will improve regulatory compliance, expedite checks, and minimize errors.

AI automation will assist in coding, debugging, and system optimization.

Administrative duties like data entry and scheduling will be automated, allowing analysts to focus on critical thinking and complex problem solving.

GenAI will revolutionize data access through plain English interactions, simplifying decision-making processes.

While it won’t transform the job, it will significantly augment efficiency and productivity in the field.

How could AI or automation replace or complement job activities?

In the realm of financial quantitative analysis, while AI, automation, or LLMs like ChatGPT could potentially enhance certain processes, they may not entirely replace the human touch required for activities such as applying mathematical techniques to financial issues, developing analytical tools, interpreting results, and collaborating with industry personnel.

For instance, these technologies could assist in developing new analytical software to meet user requirements but may not fully replace the critical thinking and expertise of a Financial Quantitative Analyst in assessing complex financial products or environmental impacts on business operations.

Job description

Developing quantitative techniques for securities investing, equities investing, pricing, or valuation of financial instruments. Creating mathematical or statistical models for risk management, asset optimization, pricing, or relative value analysis.

Consequence of Making Errors

55

(1-100)

Moderately serious Source
The seriousness of errors for Financial Quantitative Analysts doesn't directly indicate automation potential in finance jobs.

How Repetitive is the Job?

44

(1-100)

Fairly important Source
Automation lets Financial Quantitative Analysts focus on complex problems by reducing time on repetitive tasks. If it replaces hazardous work, job quality improves; if it replaces fulfilling tasks, it declines.
Average Anual salary USD$
#
Number of profesionals in USA
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Do you think Financial Quantitative Analysts will be replaced by AI?

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