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Quantitative Analyst

Also known as: Quant, Quantitative Researcher, Quant Developer, Financial Quant

AI Impact Score

52/100

AI and machine learning are transforming quantitative finance — from alpha generation to risk modeling to execution optimization. Quants who integrate ML into their models and understand deep learning for financial time series will have a significant edge over those using only traditional statistical methods.

$100k – $220k

Salary Range

growing

Growth Outlook

42,000

Total Jobs (US)

+9%

Growth Rate

Task Breakdown

Tasks at Risk (3)

Rule-based trading signal generationStandard risk report computationHistorical backtesting with fixed parameters

AI-Enhanced Tasks (4)

Alternative data integrationML model development and backtestingReal-time signal processingPortfolio optimization algorithms

Human-Safe Tasks (5)

Novel alpha strategy researchModel validation and regime analysisExplaining model behavior to risk committeesCross-asset strategy designTail risk and black swan modeling