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Industry Vertical

Investment Banks Careers

Explore 4 career paths in the Investment Banks industry. Compare salaries, AI risk, and future demand to plan your career transition.

4 Roles
8.8 Avg Demand
24% Avg AI Risk
3 Remote-Friendly
AI Finance & Investment Advanced

AI Quantitative Analyst

An AI Quantitative Analyst leverages machine learning, natural language processing, and advanced statistical modeling to develop s…

Demand 9.1/10
AI Risk 25%
Salary $110,000-$280,000/yr
Stochastic calculus and time-series econometrics (ARIMA, GARCH, cointegration)Python for quantitative finance (NumPy, pandas, SciPy, statsmodels)Machine learning for finance: gradient boosting, random forests, deep RL for executionNatural language processing for financial text (sentiment analysis, event extraction) +8
Remote Requires Coding 12mo
AI Finance & Investment Expert

AI High-Frequency Trading Analyst

An AI High-Frequency Trading Analyst designs, deploys, and continuously optimizes machine-learning-driven trading systems that exe…

Demand 8.8/10
AI Risk 25%
Salary $130,000-$320,000/yr
Market microstructure analysis including order-book dynamics, bid-ask spread modeling, and latency arbitrageDeep learning for time-series: LSTM, Transformer, Temporal Convolutional Network architectures on tick dataReinforcement learning for sequential trading decision optimization under transaction costsFeature engineering on high-dimensional, noisy, non-stationary financial data streams +8
Requires Coding 18mo
AI Finance & Investment Advanced

AI Market Microstructure Analyst

An AI Market Microstructure Analyst applies machine learning, deep learning, and LLM-based tooling to model order flow dynamics, l…

Demand 8.7/10
AI Risk 25%
Salary $120,000-$250,000/yr
Limit order book (LOB) modeling and dynamics analysisTime-series econometrics (cointegration, cointegrated VAR, Hawkes processes)Deep learning for sequential financial data (LSTMs, Transformers, temporal CNNs)Market impact modeling (temporary vs. permanent impact, propagator models) +8
Remote Requires Coding 12mo