Skip to main content

Industry Vertical

Asset Management and Hedge Funds Careers

Explore 7 career paths in the Asset Management and Hedge Funds industry. Compare salaries, AI risk, and future demand to plan your career transition.

7 Roles
8.9 Avg Demand
21% Avg AI Risk
7 Remote-Friendly
AI Finance & Investment Advanced

AI Operational Risk Analyst

An AI Operational Risk Analyst identifies, quantifies, and mitigates the unique risks introduced by AI and machine learning system…

Demand 9.2/10
AI Risk 30%
Salary $110,000-$195,000/yr
AI/ML Model Risk Management FrameworksStatistical Model Validation and BacktestingFinancial Regulatory Compliance (e.g., GDPR, EU AI Act, SR 11-7)Python for Data Science & MLOps (scikit-learn, pandas, MLflow) +8
Remote Requires Coding 12mo
AI Finance & Investment Intermediate

AI Wealth Management Automation Specialist

An AI Wealth Management Automation Specialist designs, builds, and maintains intelligent systems that optimize investment portfoli…

Demand 9.2/10
AI Risk 15%
Salary $120,000-$200,000/yr
Generative AI Prompt Engineering for Financial TextAI Agent & Workflow Orchestration (e.g., using LangChain, Autogen)Portfolio Construction & Modern Portfolio Theory BasicsFinancial Data Engineering & APIs +8
Remote Requires Coding 6mo
AI Data & Analytics Advanced

AI Financial Analytics Specialist

An AI Financial Analytics Specialist leverages machine learning models, NLP, and generative AI to extract actionable intelligence …

Demand 9.1/10
AI Risk 25%
Salary $105,000-$195,000/yr
Financial statement analysis and accounting fundamentals (GAAP/IFRS literacy)Time-series forecasting with ARIMA, Prophet, and LSTM architecturesNatural Language Processing for financial text (earnings calls, 10-K filings, news sentiment)Retrieval-Augmented Generation (RAG) for proprietary financial knowledge bases +8
Remote Requires Coding 9mo
AI Finance & Investment Advanced

AI Default Prediction Specialist

An AI Default Prediction Specialist designs, trains, and operationalizes machine-learning models that forecast the probability of …

Demand 9.1/10
AI Risk 15%
Salary $105,000-$195,000/yr
Credit risk modeling fundamentals (PD, LGD, EAD frameworks)Gradient-boosted tree methods (XGBoost, LightGBM, CatBoost) for tabular finance dataDeep learning for sequential and multi-modal financial data (LSTMs, Transformers)Feature engineering from financial statements, alternative data, and macroeconomic time series +8
Remote Requires Coding 9mo
AI Finance & Investment Advanced

AI Market Risk Analyst

An AI Market Risk Analyst leverages machine learning, natural language processing, and generative AI to identify, quantify, and mo…

Demand 8.7/10
AI Risk 20%
Salary $110,000-$195,000/yr
Financial risk modeling (VaR, CVaR/Expected Shortfall, stress testing, scenario analysis)Python for quantitative finance (pandas, NumPy, scikit-learn, PyTorch, statsmodels)Time-series forecasting with machine learning (LSTM, Prophet, Temporal Fusion Transformers)Natural language processing for financial text (sentiment analysis, event extraction, NER on filings) +8
Remote Requires Coding 9mo
AI Finance & Investment Intermediate

AI Financial Report Analyst

An AI Financial Report Analyst leverages large language models, retrieval-augmented generation pipelines, and quantitative tooling…

Demand 8.7/10
AI Risk 25%
Salary $90,000-$175,000/yr
Financial statement analysis (income statement, balance sheet, cash flow, footnotes)Prompt engineering for structured financial extraction and reasoningRetrieval-Augmented Generation (RAG) pipeline design for long documentsPython programming for data ingestion, transformation, and evaluation +8
Remote Requires Coding 6mo
AI Finance & Investment Advanced

AI Regulatory Reporting Specialist

An AI Regulatory Reporting Specialist ensures that AI-generated and AI-assisted financial, operational, and compliance reports mee…

Demand 8.5/10
AI Risk 20%
Salary $75,000-$210,000/yr
Global financial regulatory knowledge (SEC, FCA, ESMA, MAS, EU AI Act, Basel III/IV)Python for data extraction, transformation, and report automationSQL and data pipeline design for regulatory data lineageAI/ML model interpretability and bias auditing techniques +8
Remote Requires Coding 6mo