Learn Financial Markets

Free articles from the author of Market Mechanics — covering derivatives, trade lifecycle, clearing, collateral, regulation, and careers. Each article is a starting point. The book goes further.

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Career and Roles
Career and Roles
Breaking Into Financial Markets: Roles, Paths, and What Recruiters Look For
Financial markets offer roles across front office, middle office, and operations — each with different skills, pay, and ...
Career and Roles
Common Markets Interview Questions: What They Ask and How to Answer
Markets interviews test technical knowledge, commercial awareness, and composure under pressure. Here is what you need t...
Career and Roles
What Does a Trader Do? Risk, Limits, and the P&L Mindset
A trader's job is to make markets, manage risk, and generate P&L — within defined limits and subject to multiple layers ...
Career and Roles
A Day in Product Control: P&L, IPV, and the Control Mindset
Product Control is the independent function that calculates and explains the trading desk's P&L every day....
Career and Roles
A Day in Rates Sales: Relationships, Ideas, and Execution
A day in rates sales combines early market preparation, client conversations, trade idea pitching, and execution....
Career and Roles
What Does a Rates Salesperson Do?
The rates salesperson sits between clients and the trading desk — generating ideas, pricing trades, and managing relatio...
Career and Roles
What Does an FX Salesperson Do?
FX salespeople advise corporate and institutional clients on currency risk, price spot and forward trades, and manage on...
Career and Roles
What Is Structuring in a Bank?
The structuring desk designs bespoke financial solutions — from capital-protected notes to complex credit structures — f...
Career and Roles
The Structuring Desk: What It Does and Why It Matters
An extended look at structuring — the role of the structurer, working examples of structured products, and how structuri...
Career and Roles
A Day in Operations: Settlements
A settlements professional's day starts with SWIFT messages, moves through nostro reconciliation and fail management, an...
Career and Roles
A Day in Compliance Surveillance
Compliance surveillance professionals review market abuse alerts, investigate suspicious trades, and maintain the bank's...
How a Markets Business Works
How a Markets Business Works
How a Bank's Markets Business Really Works: The Four Layers
A bank's markets business operates across four interconnected layers — from client-facing sales to post-trade infrastruc...
How a Markets Business Works
How a Bank Markets Business Works: An Overview
An accessible overview of how a markets division is structured, what drives revenue, and how a client order flows from i...
How a Markets Business Works
How Banks Make Money from Their Markets Business
Banks earn from markets through bid-offer spread, structured product margins, prime brokerage, financing, and ancillary ...
How a Markets Business Works
How Banks Make Money from Markets: A Simple Guide
A plain-English explanation of the revenue model — spread income, fees, financing, and how capital allocation affects pr...
How a Markets Business Works
Electronic vs Voice Markets in Capital Markets
The shift from voice to electronic execution has transformed markets — but voice trading survives wherever complexity an...
How a Markets Business Works
Market Microstructure: Bid-Offer Spreads and Price Formation
Bid-offer spreads reflect information asymmetry, inventory risk, and liquidity. Understanding microstructure is essentia...
How a Markets Business Works
Interdealer Brokers Explained
IDBs facilitate anonymous trading between dealers — a role that predates electronic markets and continues to thrive in i...
How a Markets Business Works
Systems and Platforms on a Trading Desk
From Bloomberg terminals to clearing gateways, the technology stack on a trading desk spans front, middle, and back offi...
How a Markets Business Works
Rates Trading: A Complete Overview
An extended guide to the rates desk — government bonds, swaps, futures, options, curve trading, and how macro events dri...
Trade Lifecycle
Trade Lifecycle
The Three Phases of Every Trade
Every trade passes through three phases: pre-trade, at-trade, and post-trade. Understanding this lifecycle is the founda...
Trade Lifecycle
The Three Phases of Every Trade: A Practical Overview
A concise, interview-ready walkthrough of the trade lifecycle — from credit checks and pricing through execution, cleari...
Trade Lifecycle
The Full Lifecycle of an Interest Rate Swap
From execution on an SEF or by voice through to LCH SwapClear clearing, daily margin, coupon payments, and eventual term...
Trade Lifecycle
Straight-Through Processing (STP) in Capital Markets
STP measures how efficiently a trade flows from execution to settlement without manual intervention — and why T+1 settle...
Trade Lifecycle
What Is a Trade Confirmation?
A trade confirmation documents the economic terms of a deal. Aged unconfirmed trades represent one of the most significa...
Trade Lifecycle
The New Product Approval Process
Before a bank can trade any new instrument, it must complete a structured sign-off process spanning risk, legal, complia...
Trade Lifecycle
How Errors Propagate Through the Trade Lifecycle
A wrong booking cascades into wrong position, wrong P&L, wrong margin calls, and wrong regulatory reports — the case for...
Derivatives
Derivatives
What Is an Interest Rate Swap? A Plain-English Explanation
An interest rate swap is an agreement to exchange fixed cash flows for floating ones — the foundation of the rates marke...
Derivatives
How Is an Interest Rate Swap Priced?
IRS pricing centres on the present value of fixed and floating legs, discount factors, curve construction, and the bid-o...
Derivatives
What Is a Swaption? Options on Interest Rate Swaps Explained
A swaption gives the holder the right to enter an interest rate swap at a future date — used to hedge callable debt and ...
Derivatives
Swaptions, Caps, and Floors
Interest rate caps, floors, and collars give borrowers and lenders protection against adverse rate moves — priced using ...
Derivatives
Variance Swaps Explained
Variance swaps allow traders to go long or short realised variance, separating volatility exposure from delta hedging....
Derivatives
What Is a Credit Default Swap?
A CDS is an insurance-like contract that pays out if a reference entity defaults — the foundation of the credit derivati...
Derivatives
CDS Pricing Mechanics
CDS spreads reflect implied default probability and recovery rates. Understanding the ISDA standard model and hazard rat...
Derivatives
CDS Indices: iTraxx and CDX
iTraxx and CDX indices allow investors to take broad credit exposure with one trade — and have become the primary vehicl...
Derivatives
How Does a CDS Settle After a Credit Event?
After a credit event, the ISDA Determinations Committee rules on eligibility and an auction sets the recovery price for ...
Derivatives
FX Spot, Forwards, and Swaps
FX markets start with spot, extend to outright forwards, and combine into FX swaps — used by banks, corporates, and asse...
Derivatives
How Do FX Forwards Work?
FX forwards lock in a rate for a future date using interest rate parity — a fundamental tool for managing currency risk....
Derivatives
FX Options: Vanilla and Exotic
FX options give the buyer the right to exchange currencies at a set rate — from simple vanilla calls and puts to barrier...
Derivatives
Inflation Swaps Explained
Inflation swaps exchange a fixed rate for an inflation index — used by pension funds and insurers to hedge long-dated in...
Derivatives
Total Return Swaps Explained
A TRS transfers the total economic return of an asset — coupons, dividends, and capital gains — without transferring the...
Derivatives
Equity Swaps and Delta-One Products
The delta-one desk provides synthetic equity exposure through swaps, ETF market making, and structured access products....
Derivatives
How Do Equity Options Work?
Equity options give buyers the right to buy or sell shares at a set price — understanding put-call parity and the Greeks...
Derivatives
Commodity Derivatives: Energy and Metals
Commodity derivatives span futures, forwards, and options on energy and metals — with unique risks around storage, deliv...
Derivatives
Why Commodity Markets Are Unique
The link between financial commodity derivatives and physical delivery creates dynamics — contango, backwardation, negat...
Derivatives
Autocalls and Structured Notes
Autocall notes redeem early if an underlying index stays above a trigger — offering enhanced yield in exchange for condi...
Derivatives
How Do Autocall Notes Work?
A step-by-step guide for investors: observation dates, autocall triggers, barrier levels, and what happens if the note r...
Derivatives
Structured Product Pricing: What You're Actually Buying
Every structured note decomposes into a bond and one or more options. Understanding the components reveals where the iss...
Derivatives
CLOs and Securitisation Explained
CLOs pool leveraged loans into tranches from AAA to equity — offering investors a range of risk-return profiles from a s...
Derivatives
XVA Explained: CVA, DVA, FVA, MVA, and KVA
XVA adjustments — CVA, DVA, FVA, MVA, and KVA — capture costs that were invisible before 2008 and now materially affect ...
Derivatives
CVA and XVA Explained: Pricing the True Cost of a Derivatives Trade
CVA charges the expected loss from counterparty default into derivatives prices — the adjustment that reshaped the indus...
Derivatives
The ISDA Master Agreement Explained
The ISDA Master Agreement underpins every OTC derivatives trade, providing two-way netting, collateral arrangements, and...
Derivatives
The ISDA Master Agreement: A Complete Guide
An extended guide to the four-component ISDA documentation structure, close-out netting enforceability, and practical ne...
Fixed Income and Rates
Fixed Income and Rates
The Yield Curve Explained
The yield curve plots borrowing costs across maturities — and its shape tells you what markets expect for growth, inflat...
Fixed Income and Rates
Government Bond Pricing
Government bonds price on yield, duration, and convexity — understanding these relationships is the foundation of fixed ...
Fixed Income and Rates
Investment Grade vs High Yield Bonds
The boundary between investment grade and high yield is one of the most consequential lines in fixed income — affecting ...
Fixed Income and Rates
Credit Ratings Explained: From AAA to D
Credit ratings from Moody's, S&P, and Fitch translate complex credit analysis into a single letter — with significant ma...
Fixed Income and Rates
The SONIA Reform: Why LIBOR Was Replaced
LIBOR was the world's most important benchmark rate — until the rate-fixing scandal that led to its abolition and replac...
Fixed Income and Rates
SONIA and the IBOR Transition
The transition from LIBOR to SONIA and other risk-free rates required industry-wide changes to documentation, systems, a...
Clearing and Collateral
Clearing and Collateral
What Is Central Clearing and Why Does It Matter?
Central clearing interposes a CCP between two counterparties, replacing bilateral credit risk with a multilateral framew...
Clearing and Collateral
How Central Clearing Submission Works
The process from execution to CCP acceptance involves give-ups, clearing member relationships, novation, and margin calc...
Clearing and Collateral
The CCP Default Waterfall: Who Bears Losses When a Clearing Member Fails
The CCP default waterfall determines the order in which losses are absorbed — from defaulting member's margin through th...
Clearing and Collateral
Initial Margin vs Variation Margin: The Critical Distinction
Initial margin protects against future losses; variation margin settles daily mark-to-market moves. Confusing the two is...
Clearing and Collateral
The Daily Collateral Cycle at LCH SwapClear
LCH prices all cleared swaps overnight, generates margin calls, and requires settlement by early morning — a tightly cho...
Clearing and Collateral
Eligible Collateral, Haircuts, and the Economics of Margin
Not all collateral is equal — haircuts reflect price volatility and liquidity, creating incentives that shape how banks ...
Clearing and Collateral
Collateral Disputes and Triparty Management
Collateral disputes arise from pricing differences and eligibility disagreements — triparty agents automate scheduling b...
Clearing and Collateral
Uncleared Margin Rules and ISDA SIMM
UMR requires bilateral initial margin for large derivatives users — ISDA SIMM provides the approved model for calculatin...
Clearing and Collateral
Rehypothecation and Collateral Re-Use
Rehypothecation allows banks to reuse collateral posted by clients — an important funding mechanism that also introduces...
Clearing and Collateral
Repo and Securities Finance: The Plumbing of the Financial System
Repo and securities lending are the mechanisms by which banks, funds, and central banks fund positions and manage collat...
Operations
Operations
How Does Trade Settlement Work?
Trade settlement is the process by which securities and cash are exchanged — understanding T+2, DVP, and the role of CSD...
Operations
FX Settlement Risk, Herstatt Risk, and CLS: Solving the Oldest Problem in FX
FX settlement risk — the risk of paying one currency without receiving the other — was nearly eliminated by CLS, but not...
Operations
The Four Types of Reconciliation in a Bank
Position, nostro, P&L, and regulatory reconciliation each serve a different purpose — together they ensure the bank know...
Operations
Position Reconciliation and Nostro Reconciliation
Position reconciliation ensures the front and back office agree on every trade; nostro reconciliation confirms cash has ...
Operations
Stock Borrowing and Settlement Fails
When trades fail to settle, securities borrowing bridges the gap — but under CSDR, persistent fails now attract daily ca...
Operations
SSI Fraud: The Silent Operational Risk in Financial Markets
SSI fraud — manipulating standard settlement instructions — is one of the hardest operational risks to detect and can re...
Operations
How Corporate Actions Affect Derivatives
Dividends, mergers, and splits all affect derivatives — the Calculation Agent role under ISDA becomes critical when corp...
Operations
IFRS 9 and the Classification of Financial Instruments
IFRS 9 replaced IAS 39 with a principles-based approach to classifying financial instruments and an expected credit loss...
Operations
What Does Product Control Do?
Product Control produces and explains daily P&L, performs independent price verification, and maintains the control fram...
Risk
Risk
Wrong-Way Risk: When Counterparty Credit Risk and Market Risk Collide
Wrong-way risk occurs when a counterparty's default is correlated with an increase in exposure — amplifying credit risk ...
Risk
Counterparty Credit Risk: PFE, CVA, and How Limits Work
Counterparty credit risk measures the potential loss if a derivatives counterparty defaults — managed through limits, ne...
Risk
Black-Scholes and Its Limits
Black-Scholes revolutionised options pricing — but its assumptions about constant volatility and normal returns break do...
Risk
The Greeks: How Options Risk Is Measured
Delta, gamma, vega, theta, and rho measure how an option's value changes — the Greeks are the language of options risk m...
Risk
Understanding Volatility in Markets
Volatility is the fundamental driver of options pricing and risk — realised, implied, and the gap between them drives de...
Risk
High-Frequency Trading
HFT firms use speed as their edge — providing liquidity, engaging in arbitrage, and operating in a regulatory grey zone ...
Risk
Market Risk Limits and VaR
VaR translates risk into a single number — useful for limit-setting but criticised for understating tail risk, particula...
Risk
How Market Risk Limits Work
A bank's risk limit framework cascades from board risk appetite through desk limits to individual trader limits — with b...
Risk
Liquidity Risk in Trading Books
Market liquidity risk — the inability to exit a position without moving the market — is distinct from funding liquidity ...
Risk
Operational Risk in a Markets Business
Operational risk covers failures in people, processes, systems, and external events — from rogue trading to cyber attack...
Risk
Stress Testing in a Markets Business
Regulatory and internal stress tests expose how portfolios would perform in severe but plausible scenarios — a key input...
Risk
Model Validation in a Markets Business
Independent model validation ensures that pricing and risk models are conceptually sound, well-calibrated, and used with...
Regulation
Regulation
MiFID II Transaction Reporting
MiFID II requires investment firms to report every trade to a national competent authority — 44 fields, T+1 deadline, se...
Regulation
MiFID II Client Categorisation
Client categorisation determines what products you can sell and what protections apply — retail, professional, and eligi...
Regulation
EMIR Trade Reporting Explained
EMIR requires all OTC derivatives to be reported to a trade repository — a seemingly simple requirement that has proven ...
Regulation
FRTB Explained: The Fundamental Review of the Trading Book
FRTB rethinks how capital is calculated for trading book risk — stricter boundary rules, standardised and internal model...
Regulation
Regulatory Capital and the Cost of Trading
RWA for market risk directly affects trade profitability. Understanding how capital is charged is essential for anyone p...
Regulation
Liquidity Coverage Ratio and NSFR Explained
LCR and NSFR are the post-crisis liquidity standards that changed how banks fund themselves and price liquidity across a...
Regulation
The PRA and the FCA: Who Regulates What?
The UK's twin-peaks model assigns prudential supervision to the PRA and conduct supervision to the FCA — with very diffe...
Regulation
The Three Lines of Defence in a Bank
The three-lines model distributes risk ownership between the business, risk and compliance, and internal audit — with in...
Regulation
Information Barriers in a Bank
Chinese walls prevent the flow of inside information between bank divisions — a legal requirement that is technically an...
Regulation
Compliance Surveillance in Capital Markets
Market abuse surveillance monitors trading and communications for signs of insider dealing, manipulation, and other MAR ...
Regulation
Market Abuse Regulation (MAR) Explained
MAR prohibits insider dealing and market manipulation across all instruments traded on EU/UK venues — with a STOR obliga...
Regulation
The Senior Managers and Certification Regime (SMCR)
SMCR replaced the failed approved persons regime with individual accountability for senior managers — changing how banks...
Regulation
Technology, Regulation, and Change in Capital Markets
From cloud adoption to DORA and operational resilience, technology and regulation are increasingly intertwined in the mo...
Regulation
The Regulatory Reporting Ecosystem
LEI, UTI, UPI, trade repositories, ARMs, and APAs — the infrastructure of regulatory reporting that sits behind every OT...
Regulation
Internal Audit in a Markets Business
Internal audit provides independent assurance over risk management and controls — with direct lines to the board and reg...
Regulation
ESG in Capital Markets
Green bonds, sustainability-linked loans, ESG derivatives, and carbon markets — ESG has moved from niche to mainstream i...
Market Participants
Market Participants
Hedge Funds and Prime Brokerage
Prime brokerage provides hedge funds with financing, securities lending, and execution services — in exchange for a capt...
Market Participants
Central Banks as Market Participants
Central banks intervene in markets through QE, repo, and FX operations — their actions dwarf any private participant and...
Market Participants
Pension Funds as Market Participants
Pension funds are among the largest users of interest rate and inflation swaps — managing long-dated liabilities that no...
Market Participants
Corporates as Derivatives Users
Corporates use derivatives to hedge FX exposure, interest rate risk on debt, and commodity costs — with IFRS 9 hedge acc...
Market Participants
Asset Managers as Market Participants
Long-only funds and alternatives use derivatives for hedging, overlay, and synthetic exposure — under constraints set by...
Market Events and History
Market Events and History
The 2008 Global Financial Crisis: What Went Wrong and What Changed
The 2008 crisis exposed the fragility of the shadow banking system, the opacity of OTC derivatives, and the inadequacy o...
Market Events and History
The 2022 UK LDI Crisis: An Operations Case Study
The September 2022 gilt crisis showed how collateral margin calls can cascade when multiple institutions face the same d...
Market Events and History
Black Monday 1987
On 19 October 1987 global equity markets fell by 20% in a single day — the event that introduced circuit breakers and po...
Market Events and History
LTCM 1998: When Genius Almost Brought Down the System
Long-Term Capital Management's collapse showed that leverage, crowded trades, and liquidity risk can destroy even the mo...
Market Events and History
The 2010 Flash Crash
The Flash Crash of May 2010 erased $1 trillion of market value in minutes — and revealed how algorithmic feedback loops ...
Market Events and History
The 2011 Eurozone Debt Crisis
The eurozone debt crisis threatened the currency union's survival, drove sovereign CDS to record levels, and forced the ...