Risk Analyst and Risk Manager Careers in Trading

Risk Analyst

Risk analysts measure, report and control market, credit and operational risk at trading firms. Learn the daily work, key tools, skills and the risk career path.

Intermediate3 min readUpdated 3 Oct 2026

Lesson 33 of 44

Every trading firm needs people whose job is to ask what could go wrong. Risk analysts and risk managers measure the risks traders take, report them to management, enforce limits and challenge positions that look dangerous. They work independently from the trading desks, which gives them the authority to say no. After crises such as 2008, the London Whale and Archegos, risk functions grew in size and influence, and risk management is now a substantial career path in its own right.

Types of risk roles#

Area	Focus	Lesson
Market risk	Losses from price moves; VaR, stress tests, limits	Value at Risk (VaR)
Credit and counterparty risk	Losses from defaults by borrowers and trading counterparties	Market, Credit and Counterparty Risk
Liquidity risk	Funding and ability to exit positions	Liquidity Risk
Operational risk	Process, people and systems failures	Operational and Model Risk
Model risk and validation	Testing and approving pricing and risk models	Operational and Model Risk
Enterprise risk	Firm wide view across all risk types	Systemic Risk

A day in market risk#

Time	Task
Morning	Review overnight P&L and risk reports; investigate unusual moves
Mid morning	Check limit usage; follow up breaches with desks
During the day	Analyse new trades, run what if scenarios, answer questions
Afternoon	Prepare reports for senior management
Ongoing	Stress tests, model reviews, improving data and systems. See Stress Testing and Scenario Analysis

Key tools and concepts#

Tool	Use	Lesson
Value at risk and expected shortfall	Statistical loss estimates	Expected Shortfall (CVaR)
Stress and scenario tests	Extreme event losses	Stress Testing and Scenario Analysis
Greeks and sensitivities	Exposure to rates, prices, volatility	The Option Greeks Explained
Limits frameworks	Position, loss, VaR and concentration limits	Risk, Position, Loss and Drawdown Limits
Risk decomposition	Which positions and factors drive risk	Risk Contribution and Risk Decomposition

Skills needed#

Quantitative ability: statistics, probability and financial maths.
Product knowledge: understanding how instruments behave in stress.
Programming and data: Python, SQL and spreadsheets for analysis. See Python for Trading.
Independence and confidence: challenging senior traders constructively.
Communication: turning complex risks into clear messages for management.

Credentials and path#

Common qualifications include the FRM (Financial Risk Manager) from GARP and the CFA charter, along with degrees in finance, economics, mathematics or engineering. A typical path runs from analyst to associate to risk manager to head of a risk area and, at senior levels, chief risk officer.

Risk management for individual traders#

The same thinking applies to anyone trading: know your exposures, measure what could go wrong, set limits in advance and review them honestly. See Risk, Position, Loss and Drawdown Limits and Position Sizing.

Frequently asked questions#

What does a risk analyst do in trading?#

Measures and reports the risks taken by trading desks, monitors limits, runs stress tests and challenges positions that could cause large losses.

Is risk management a good career?#

It offers a stable, intellectually demanding path with strong demand after past crises, and it can lead to senior roles such as chief risk officer.

What qualifications help in risk management?#

Quantitative degrees plus credentials such as the FRM or CFA, and skills in programming and data analysis.

Next, learn how trades are accounted for and checked in Trade Accounting and Reconciliation.

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Next lessonTrade Accounting and ReconciliationReconciliation checks that internal records of trades, positions and cash match brokers, custodians and clearing houses. Learn the process, common breaks and fixes.