Industry Vertical

Hedge Funds and Proprietary Trading Careers

Explore 3 career paths in the Hedge Funds and Proprietary Trading industry. Compare salaries, AI risk, and future demand to plan your career transition.

3 Roles

8.9 Avg Demand

23% Avg AI Risk

3 Remote-Friendly

AI Finance & Investment Advanced

AI Portfolio Optimization Specialist

An AI Portfolio Optimization Specialist designs, builds, and monitors intelligent systems that dynamically allocate assets across …

Demand 9.0/10

AI Risk 15%

Salary $120,000-$220,000/yr

Modern Portfolio Theory and mean-variance optimizationReinforcement learning for sequential allocation decisionsTime-series forecasting with deep learning (LSTM, Transformer-based models)Factor modeling and alpha signal research +8

Remote Requires Coding 12mo

AI Finance & Investment Expert

AI Derivatives Pricing Specialist

An AI Derivatives Pricing Specialist develops and deploys machine-learning-enhanced models to price, hedge, and risk-manage financ…

Demand 9.0/10

AI Risk 25%

Salary $140,000-$320,000/yr

Stochastic calculus and Black-Scholes/Merton framework for derivatives valuationMonte Carlo simulation techniques including variance reduction and quasi-random methodsNeural network architectures for function approximation (MLPs, ResNets, Fourier feature networks)Differentiable programming and automatic differentiation for model calibration +8

Remote Requires Coding 12mo

AI Finance & Investment Advanced

AI Asset Allocation Specialist

An AI Asset Allocation Specialist designs, builds, and oversees intelligent systems that dynamically distribute capital across ass…

Demand 8.7/10

AI Risk 30%

Salary $95,000-$210,000/yr

Modern Portfolio Theory and mean-variance optimizationTime series forecasting with statistical and deep learning modelsReinforcement learning for dynamic portfolio rebalancingNatural language processing for financial sentiment and earnings analysis +8

Remote Requires Coding 8mo