Senior · Crude Oil · Desk-First

Crude Oil Trading Desk Master Program

5,358 words24 min read

Global Markets - US, EU & key international hubs

A senior, desk-first program on how real crude oil trading desks run P&L, manage risk, handle logistics, govern their systems, and survive market dislocations, built around how oil desks actually operate under stress rather than how textbooks describe them.

120
Cumulative chapters
9
Senior modules
Physical & paper
Desk-first
Survival
Not theory
Why this program exists

Built around how oil desks actually fail, and survive

Most oil trading training focuses on flat price theory or benchmarks. Real oil desks fail for different reasons: mispriced differentials and storage optionality, freight, demurrage and logistics blind spots, political, sanctions and regulatory shocks, and poor escalation during a dislocation. This program is designed around survival, accountability, and senior decision-making.

Crude moves from the wellhead to the pump, and the desk sits in the middleUpstreamWellhead & productionMidstreamPipeline, tanker, storageTradingPhysical & paper desksRefiningRuns & product yieldsDownstreamFuels & petrochemicals
Who this program is for

A senior desk, from every seat that keeps it alive

Senior oil traders & desk heads

Practitioners who already run a book and want a desk-first, survival-oriented view of the whole operation.

Market risk & credit leaders

Those responsible for the limits, stress tests, and escalation playbooks that keep the desk alive under stress.

ETRM & trading systems owners

Owners of the systems the desk depends on, who need to see where those systems help and where they hide risk.

Energy portfolio managers

Managers allocating capital and risk across oil and adjacent books who need a senior, portfolio-first perspective.

This is a senior program. It is not built for beginners or certification-seekers; it assumes you already trade, manage risk, own trading systems, or lead a book.

How the program works

Desk-first, loss-driven, and built to be returned to

This program is organised the way a senior trader actually thinks, from the outside in. It begins with the desk as an accountable business, then the market it trades in, then the playbooks, the models, and the risk that decides whether the desk survives. Only after that does it turn to the physical execution, the systems, the conduct, and finally the leadership that sustains a desk across cycles. Each layer assumes the ones before it, so that by the final module a trader is thinking about the desk as a whole living system rather than a sequence of trades.

It is deliberately loss-driven. Rather than describing how oil trading works in an idealised form, it is built around how real desks fail, mispriced differentials, storage and freight blind spots, sanctions and political shocks, models that lie, and escalation that comes too late, and around what it takes to survive those failures. Almost every module ends with a case study drawn from real desk experience, because a well-chosen failure teaches more than a page of theory. The material treats curves, logistics economics, and trading systems with the earned skepticism of someone who has been burned by trusting them too readily.

And it is designed to be returned to. This is not a course you finish once and forget; it is a senior reference you come back to when the market throws something new, which is why the self-paced track carries lifetime access and why the same material is available as written notes, video explainers, and an audio podcast. A desk head might work through it in cohort, then keep the notes on the desk and the podcast for the commute, revisiting the survival and escalation modules the next time volatility spikes. The formats are covered in detail below.

Curriculum · 120 cumulative chapters

Nine modules that build a desk-ready senior trader

The program runs from running the desk, through the market, the playbooks, the models, risk and survival, execution and logistics, ETRM, regulation and conduct, to desk leadership and legacy. Each module below is explained in full; the complete chapter-by-chapter curriculum is preserved in the appendix at the bottom.

From running the desk to leaving a legacy, nine modules build on each other1Running an oiltrading desk2Oil market structurethat actually matters3Senior oiltrading playbooks4Valuation, curves, andhealthy model skepticism5Risk, credit,and survival6Execution, logistics, andoperational risk7ETRM for oiltrading desks8Regulation, behavior,and accountability9Desk leadershipand legacy
The desk · Module 01

Running an oil trading desk

Crude moves from the wellhead to the pump, and the desk sits in the middleUpstreamWellhead & productionMidstreamPipeline, tanker, storageTradingPhysical & paper desksRefiningRuns & product yieldsDownstreamFuels & petrochemicals

An oil trading desk is not a place where clever people guess the direction of the price. It is an accountable business unit with a mandate, a capital allocation, a risk budget, and a reputation to protect, and the first thing a senior trader learns is that the job is accountability before it is speculation. A desk is answerable for its P&L, for the risk it takes, and for the way it behaves in the market, and losing sight of any of those is how desks get into trouble.

This module sets out what a desk is actually responsible for and how authority works within it. It distinguishes physical desks, which move real barrels and carry logistics and operational risk, from financial desks that trade paper against benchmarks, and asset-backed trading, which monetises refineries, storage, or pipelines, from portfolio trading that manages risk across a book. These are different businesses with different failure modes, and confusing them is a common and expensive error.

It also confronts the uncomfortable questions that junior training avoids. When should a desk not trade at all? Where are the control points between speculative positions and flow business? What authority does a senior trader have to override, and when must a position be escalated rather than defended? The module treats the ETRM system not as back-office plumbing but as the control system through which the desk sees and governs itself, and it draws its lessons from desks that failed, because failure teaches accountability more clearly than success.

The purpose is to reset how a trader thinks about the desk. Before any strategy, before any view on the price, comes a clear understanding of what the desk is for, what it is allowed to do, and how it is held to account. Everything else in the program builds on that foundation.

The market · Module 02

Oil market structure that actually matters

A cargo prices off a benchmark, plus a grade and location differentialBrentAtlantic / seaborneWTIUS inlandDubaiEast of Suez+/- grade & location differentialPhysicalcargo price

Crude oil is not one market but a web of connected markets, and a senior trader needs to understand its architecture, not just its headlines. Oil flows from upstream production through trading to downstream refining and consumption, and price is discovered at many points along the way. The global benchmarks, Brent in the Atlantic basin, WTI in the United States, and Dubai east of Suez, are the reference points the world quotes, but almost no real barrel trades at exactly a benchmark.

What actually trades is a physical grade with a specific assay, delivered at a specific place under specific terms, priced as a benchmark plus or minus a differential. Understanding those differentials and the basis risk they create is central to oil trading, because the flat price can be hedged on an exchange while the differential often cannot. Storage economics and tank availability turn the shape of the forward curve into a trading decision, freight and shipping constraints open and close arbitrage windows, and the split between pipeline and seaborne markets shapes where oil can and cannot go.

Layered on top of this physical reality is a set of forces that can move oil violently: refinery demand and run cuts, OPEC decisions and strategic reserves, sanctions that redraw trade flows and create shadow markets, and the recurring illusion of liquidity that evaporates exactly when it is needed. Benchmarks can dislocate and be squeezed, contract rules can change, and forward curves can simply stop behaving. A trader who knows only the flat price is blind to most of what actually determines whether a position works.

This module builds the mental map of the market that senior trading requires, ending, as the program repeatedly does, with a case study of a real market-design failure, because understanding how the structure breaks is as important as understanding how it works.

The playbooks · Module 03

Senior oil trading playbooks

With the desk and the market understood, the program turns to how senior traders actually position and trade. The emphasis throughout is portfolio-first: a senior trader manages a book, not a collection of isolated bets, and understands how positions interact, offset, and occasionally amplify one another. The playbooks cover the real strategies desks run, flat price versus differential trading, time spreads and curve positioning, storage-driven strategies, quality and spec arbitrage, and regional arbitrage between the Atlantic and Pacific basins.

But playbooks are only half the discipline. The harder, and rarer, skill is knowing when you are wrong and acting on it, scaling into a position rather than going all in, building positions with an eye on liquidity, and having risk-off playbooks ready before they are needed. Markets dislocate, correlations between oil, gas, and power break down without warning, and diversification that looked robust fails at the worst moment. Senior traders plan for these, they do not merely react to them.

The module also treats the things that quietly destroy desks: netting that masks real risk rather than reducing it, capital allocation mistakes, and the absence of honest trade reviews and post-mortems. It insists that reviewing losing trades without flinching is a core senior habit, not an optional one. Perhaps its most instructive case is the desk that made money by standing aside, a reminder that the discipline not to trade is itself a strategy, and often the most profitable one.

The goal is not to hand a trader a set of recipes but to build the judgment that decides which recipe fits the moment, and the discipline to abandon one that is not working before it becomes a disaster.

Throughout, the playbooks are grounded in the reality that oil is a portfolio business shaped by physical constraints. A time spread is not just a view on the curve; it is a bet that storage will or will not be available and economic. A regional arbitrage is not just a price gap; it is a wager on freight, on destination flexibility, and on the arbitrage window staying open long enough to capture it. Senior trading means holding the paper view and the physical reality in the same thought, and the playbooks in this module are written to train exactly that habit of mind.

The models · Module 04

Valuation, curves, and healthy model skepticism

The forward curve tells the desk whether to store or to sellTime to delivery, near to farPriceContango: far > near, store & carryBackwardation: near > far, sell now

Oil desks run on curves and models, and this module teaches a senior trader to use them without being fooled by them. Forward curves, in particular, are treated with earned skepticism: they are estimates built from imperfect data, and they lie in predictable ways. Understanding when a curve is misleading, how differential curves get constructed wrongly, and where storage and carry models fail is a mark of seniority, not cynicism.

The shape of the curve is itself a signal the desk must read. In contango, where later delivery is priced above nearby, the market is effectively paying to store, and storage-driven strategies come alive. In backwardation, where prompt barrels are worth more than future ones, the incentive flips toward selling now. Reading that shape correctly, and knowing when it is about to change, is one of the most valuable skills on an oil desk, and this module makes it concrete with the animation above showing the curve morphing between the two states.

Beyond curves, the module addresses freight and demurrage mispricing, inventory data that traders rightly distrust, and the perennial challenge of separating intraday signal from noise. It insists that mark-to-market is an estimate rather than truth, that P&L attribution must be understood rather than accepted, and that model overrides need governance so they do not become a backdoor for wishful thinking. It confronts analytics bias and confirmation risk directly, and teaches stressing the models themselves, not just the markets they describe.

For desks that employ quants and analysts, the module covers how to manage them well, keeping their work honest and useful. It closes with a case study of a model-driven oil loss, the classic failure where a desk trusted a number it should have questioned.

The survival · Module 05

Risk, credit, and survival

Survival is a process, not a moment: exposure, control, escalationExposure buildsFlat price, basis, freightLimits & VaRWhat they catch and missStress & liquidityMargin under shockEscalationKill switches & authoritySurvivalCapital preserved

This is the heart of the program, because on an oil desk risk management is not a compliance function but the discipline of staying alive. The module reframes risk as capital preservation first, and teaches the forms of risk that matter at scale: flat price risk, the basis and differential risk that genuinely cannot be hedged, and the liquidity risk that surfaces precisely under stress.

Credit is treated as a trading constraint, not a paperwork detail, because a desk's ability to trade depends on the credit and margin lines behind it. When oil markets shock, margin calls arrive at the worst possible time, and a desk that is right about the market can still be destroyed by the cash demands of being right. The module teaches what Value at Risk misses in oil, how to stress test genuinely extreme scenarios, and, crucially, how kill switches and trade freezes work, who has the authority to pull the plug, and when they must.

Escalation is presented as a playbook, not an improvisation. The businesses that survive dislocations are the ones that decided in advance how risk would be escalated and who would decide, rather than arguing about it in the middle of a crisis. The module draws directly on the industry's hardest lessons, the major oil blow-ups, the desk decisions during the COVID demand collapse, and the governance failures exposed when WTI traded negative, when the price of oil did something the models said was impossible.

It ends with a survival playbook case study, the anatomy of a desk that came through a dislocation intact because it had prepared for one. Everything in this module is oriented toward a single question: when the market does its worst, does the desk survive?

The reality · Module 06

Execution, logistics, and operational risk

Oil is physical, and physical reality is where many trades that looked profitable on the screen quietly lose money. This module closes the gap between trade intent and physical reality, the difference between what a trader meant to do and what actually happens when barrels have to move. Title transfer and Incoterms decide who carries risk at each moment, and getting them wrong shifts exposure in ways a desk may not notice until a dispute arises.

The recurring tension between scheduling and trading runs through the module. Traders commit to positions; schedulers have to make the physical delivery work, and when the two are not aligned, the desk pays. Storage capacity can fail, ships can be delayed and rack up demurrage, blends can miss quality specs and trigger claims, and documentation and settlement errors can turn a good trade into a loss. These are not exotic risks; they are the daily operational reality of a physical oil desk.

The module also examines the pressure of intraday adjustment, when positions and logistics have to change on the fly, and the risks that automation introduces even as it helps, along with the audit exposure created by manual overrides. For desks that operate around the clock, it addresses the specific challenges of follow-the-sun trading, where a book is handed between regions and continuity of judgment is hard to maintain.

Its case study grounds all of this in a real operational failure, because operational risk is abstract until a specific breakdown costs a specific amount of money. The lesson is that a trading edge means nothing if the desk cannot execute and deliver reliably.

The module also reframes how a senior trader should think about operations: not as someone else's problem to be handed off after the trade, but as an integral part of the trade's risk that the trader owns. The desks that consistently capture the value they see on screen are the ones where trading and operations are tightly coupled, where a trader understands the demurrage clock, the storage booking, and the quality tolerance before committing, rather than discovering them in a dispute. Operational fluency, in this view, is not a back-office skill but a trading edge in its own right.

The systems · Module 07

ETRM for oil trading desks

A desk is only as strong as the control spine beneath itFront officeTradingOriginationExecutionMiddle officeRisk & limitsP&LCreditBack officeSchedulingSettlementConfirmationsETRM control spineDeal capturePosition & exposureRevaluation & audit

Every serious oil desk runs on a trading and risk system, and this module treats that system with the same skepticism the program applies to models and curves. An ETRM system is, at its best, the desk's risk system: the place where deals are captured, positions and exposures are seen, and the book is revalued. But the gap between what these systems promise and what they deliver is where a great deal of hidden risk lives.

The module walks through what the system must get right, deal capture for physical oil, position and exposure views that traders actually trust, and intraday revaluation, and where it commonly falls short, in storage and inventory modelling, in freight and chartering, and in the myth of genuine real-time P&L. It is honest about the shadow systems and spreadsheet dependencies that grow up around every ETRM platform when the official system cannot keep pace with the desk, and about the risk those workarounds carry.

A central theme is the trade-off between control and flexibility. A system tight enough to control risk can be too rigid for a fast-moving desk; one flexible enough for traders can lose the control that keeps the desk safe. Navigating that trade-off, rather than pretending it does not exist, is what separates a desk-grade ETRM from a liability. The module sets out what a genuinely desk-grade oil ETRM looks like and, pointedly, the moment when the technology itself becomes the risk.

The visual above shows the desk's front, middle, and back offices resting on the ETRM control spine, the idea the whole module turns on: the desk is only as strong as the system beneath it.

The conduct · Module 08

Regulation, behavior, and accountability

Trading oil at a senior level means trading under scrutiny, and this module treats regulation and conduct not as boxes to tick but as real sources of risk to the trader and the firm. Market abuse and manipulation rules, the handling of inside information, and sanctions compliance all carry genuine personal liability, and a senior trader has to understand where the lines are before approaching them, not after.

The module covers the regulatory frameworks that apply where relevant, and the particular risks of brokered and voice markets where so much oil trading still happens and where conduct is harder to evidence. But it goes beyond rules into behavior, because most conduct failures are human before they are legal. Overconfidence, the fatigue of shift trading, and simple error under pressure cause more damage than deliberate wrongdoing, and a desk that ignores behavioral risk is exposed regardless of its compliance manual.

Culture is treated as a risk variable in its own right. A desk run on fear hides problems until they explode; a desk run on discipline surfaces them early. The module examines what crisis leadership on an oil desk actually looks like, how a desk head holds a team together and makes decisions when the market is dislocating and everyone is frightened, and why the tone set in calm times determines whether the desk survives the storm.

It closes with a case study of regulatory fallout, the aftermath when conduct or compliance failures come to light, so that the cost of getting this wrong is concrete rather than theoretical.

The deeper argument of the module is that conduct and performance are not in tension but aligned. The same disciplines that keep a desk on the right side of the rules, clear authority, honest escalation, a culture where problems surface early, are the disciplines that keep it profitable and alive. A desk that treats compliance as an obstacle to be managed around tends also to be a desk that hides risk from itself, and both failures usually arrive together. Teaching conduct as part of survival, rather than as a separate compliance track, is one of the ways this program differs from conventional training.

The legacy · Module 09

Desk leadership and legacy

The final module turns from trading to leading, because the most senior people on an oil desk are ultimately responsible not for their own positions but for building a desk that lasts. It addresses the design of a resilient desk: how capital is allocated across traders, how hiring and firing decisions shape risk culture, and how compensation and incentives can quietly encourage exactly the behavior a desk should avoid.

Leadership on a trading desk is unusually consequential because the decisions compound. A hiring choice, an incentive structure, or a tolerance for a certain kind of risk sets a pattern that plays out over years. The module treats succession planning seriously, since desks that depend entirely on one or two individuals carry a fragility that no risk system can offset, and it examines the desk metrics that actually matter, as opposed to the ones that are merely easy to measure.

A recurring warning is against complacency, the particular danger that follows a run of success, when a desk starts to believe its own results and stops questioning its risk. The most durable desks, the module argues, are the ones that stay uneasy in good times, and it draws its lessons from long-lived oil desks that have survived multiple cycles rather than from the ones that burned brightly and briefly.

By the end, a senior trader or desk head should be equipped not just to trade oil well but to build and lead a desk that survives the market's worst and outlasts any single person on it. That is the legacy the program is ultimately about.

Learning outcomes

What you'll be able to do

  • Understand what an oil desk is accountable for and how authority and escalation really work
  • Read oil market structure, benchmarks, grades, differentials, and the forward curve like a senior trader
  • Apply senior playbooks, and know when to scale in, stand aside, or go risk-off
  • Use curves and models with earned skepticism, and govern overrides and analytics bias
  • Manage risk as capital preservation, plan for liquidity and margin shocks, and run escalation playbooks
  • Close the gap between trade intent and physical reality across logistics and operations
  • Judge where an ETRM system helps the desk and where it becomes the risk
  • Trade under regulatory scrutiny and lead a desk with discipline rather than fear
  • Design, lead, and sustain a resilient oil desk that outlasts any individual
Why senior traders respect it

No fluff, real losses, earned skepticism

No junior-level fluff

Written for people who already trade. It skips the introductory theory and goes straight to how senior desks actually operate.

Built on real losses, not theory

The program is organised around how oil desks fail, mispriced differentials, logistics blind spots, sanctions shocks, poor escalation, and what it takes to survive them.

Skeptical about curves, logistics, and ETRM

It treats forward curves, freight economics, and trading systems with the same earned skepticism a seasoned trader brings to a number that looks too clean.

Reflects real global oil desk pain points

The material is drawn from running and transforming physical and paper oil desks across logistics-heavy portfolios and enterprise-scale trading platforms.

Survival, accountability, decision-making

Every module is oriented toward the questions that actually decide a desk's fate under stress, not toward abstract completeness.

Self-paced & learn on the go

One program, in the format that fits your week

The self-paced track gives you lifetime access with everything you need to learn at your own pace and on the move: written notes to keep, video explainers for the harder concepts, and an audio podcast for the commute or between meetings.

Self-paced, lifetime access

Work through the full program at your own pace and return to it as a senior reference whenever the market throws something new.

PDF notes

Structured written notes for every module, so you can read, annotate, and keep the material as a durable desk reference.

Video explainers

Concise video explainers that walk through the harder concepts, the forward curve, basis risk, escalation, visually and at your own speed.

Audio podcast

An audio companion for every module, so you can learn on the go, on the commute, between meetings, or away from the screen.

Self-paced

Lifetime access with videos, PDF notes, and an audio podcast for learning on the go.

Cohort-based

Live instructor-led cohorts with discussion and desk case reviews.

Enterprise

Private cohorts and customized content tailored to your desk, systems, and governance.

Executive offsites

Intensive desk offsites and post-incident remediation for teams.

Enterprise & cohorts

Bring the program to your desk

Delivered as a private corporate cohort, an executive desk offsite, or post-incident remediation, tailored to your markets, systems, and governance. Equip a whole desk to think about survival and accountability the same way.

Request enterprise details
FAQ

Frequently asked questions

Who is this program for?

Senior oil traders and desk heads, market risk and credit leaders, ETRM and trading systems owners, and energy portfolio managers. It is a desk-first, senior program, not an introduction to oil trading.

Is this a beginner course?

No. It assumes you already trade, manage risk, own trading systems, or lead a book. It deliberately skips junior-level theory and focuses on how senior desks operate, fail, and survive.

How is the curriculum structured?

As 120 cumulative chapters across nine modules, from running an oil desk through market structure, playbooks, valuation, risk and survival, execution and logistics, ETRM, regulation and conduct, and desk leadership. The complete chapter list is preserved in the appendix at the bottom of this page.

What formats is it available in?

Self-paced with lifetime access, including video explainers, PDF notes, and an audio podcast so you can learn on the go. It is also available as live cohorts, private enterprise delivery, and executive desk offsites.

Does it cover physical and paper oil?

Yes. It treats physical and financial oil trading, asset-backed and portfolio trading, and the logistics and operational reality that connect a paper position to real barrels.

Does it cover ETRM systems?

Yes, a full module. It treats the ETRM system as the desk's control spine and is candid about where these systems help, where they fall short, and when the technology itself becomes the risk.

Can my organization run this privately?

Yes. It can be delivered as a private corporate cohort, an executive offsite, or post-incident remediation, tailored to your desk, systems, and governance. Use the contact form to scope it.

Do I get a credential?

You receive a Durga Analytics certificate of completion. The focus is on real, senior desk capability rather than certification for its own sake.

Full curriculum

The complete 120-chapter curriculum

Every module explained above maps to the original, incremental chapter list below, preserved in full and collapsed for readability.

Appendix Full original curriculum: 120 cumulative chapters across 9 modules

The complete, incremental chapter-by-chapter curriculum, preserved in full. Expand any module to see its chapters.

Module 1 - Running an Oil Trading Desk Chapters 1-12
  1. What an Oil Desk Is Accountable For (P&L, Risk, Reputation)
  2. Physical vs Financial Oil Trading Desks
  3. Asset-Backed vs Portfolio Oil Trading
  4. Senior Trader vs Junior Trader Authority
  5. Desk Mandates, Capital Allocation & Risk Budgets
  6. When Not to Trade Oil
  7. Spec vs Flow Control Points
  8. How Oil Desks Actually Fail
  9. Authority, Overrides & Escalation Rights
  10. Senior View of Oil Desk P&L
  11. ETRM as a Control System for Oil
  12. Lessons from Failed Oil Desks
Module 2 - Oil Market Structure That Actually Matters Chapters 13-28
  1. Global Oil Market Architecture (Upstream to Trading to Downstream)
  2. Brent vs WTI vs Dubai - What Really Trades
  3. Physical Grades, Specs & Assay Reality
  4. Spot vs Term vs Formula Pricing
  5. Differentials & Basis Risk in Oil
  6. Storage, Tank Economics & Contango
  7. Shipping, Freight & Arbitrage Constraints
  8. Pipeline vs Seaborne Markets
  9. Refinery Demand & Run-Cut Reality
  10. OPEC, SPR & Political Risk
  11. Sanctions, Trade Flows & Shadow Markets
  12. Liquidity Illusions in Oil
  13. Benchmark Dislocations & Squeezes
  14. Market Rule & Contract Changes
  15. When Forward Curves Stop Working
  16. Case Study: Oil Market Design Failure
Module 3 - Senior Oil Trading Playbooks Chapters 29-48
  1. Portfolio-First Oil Trading
  2. Flat Price vs Differential Trading
  3. Time Spreads & Curve Positioning
  4. Storage-Driven Trading Strategies
  5. Quality & Spec Arbitrage
  6. Regional Arbitrage (Atlantic to Pacific)
  7. Freight Optionality & Risk
  8. Inventory-Driven Volatility
  9. Event-Driven Trading (Wars, Sanctions, Outages)
  10. Liquidity-Aware Position Building
  11. Scaling In vs All-In Oil Trades
  12. Knowing When You Are Wrong
  13. Risk-Off Playbooks
  14. Correlation Breakdowns (Oil-Gas-Power)
  15. Trading Through Market Dislocation
  16. Netting vs Risk Masking
  17. When Diversification Fails
  18. Capital Allocation Mistakes
  19. Senior Trade Reviews & Post-Mortems
  20. Case Study: Desk That Made Money by Standing Aside
Module 4 - Valuation, Curves & Model Skepticism Chapters 49-62
  1. Forward Oil Curves - When They Lie
  2. Time Spread & Structure Reality
  3. Differential Curve Construction Errors
  4. Storage & Carry Model Failures
  5. Freight & Demurrage Mispricing
  6. Inventory Data Traders Do Not Trust
  7. Intraday Signals vs Noise
  8. MTM as an Estimate, Not Truth
  9. P&L Attribution on Oil Desks
  10. Model Override Governance
  11. Analytics Bias & Confirmation Risk
  12. Stressing Models, Not Markets
  13. Managing Quant & Analytics Teams
  14. Case Study: Model-Driven Oil Loss
Module 5 - Risk, Credit & Survival Chapters 63-78
  1. Risk as Capital Preservation
  2. Flat Price Risk at Scale
  3. Basis & Differential Risk You Cannot Hedge
  4. Liquidity Risk Under Stress
  5. Credit as a Trading Constraint
  6. Margin Calls in Oil Market Shocks
  7. VaR - What It Misses in Oil
  8. Stress Testing Extreme Oil Scenarios
  9. Kill Switches & Trade Freezes
  10. Who Pulls the Plug - And When
  11. Risk Escalation Playbooks
  12. Trading Under Regulatory Scrutiny
  13. Lessons from Major Oil Blow-Ups
  14. COVID Oil Crash - Desk Decisions
  15. Negative WTI: Governance Failures
  16. Case Study: Desk Survival Playbook
Module 6 - Execution, Logistics & Operational Risk Chapters 79-90
  1. Trade Intent vs Physical Reality
  2. Title Transfer, Incoterms & Risk
  3. Scheduling vs Trading Conflict
  4. Storage Capacity Failures
  5. Shipping Delays & Demurrage Risk
  6. Blending, Quality Claims & Disputes
  7. Documentation & Settlement Errors
  8. Intraday Adjustments Under Pressure
  9. Automation Failures
  10. Manual Overrides & Audit Risk
  11. Follow-the-Sun Oil Trading Desks
  12. Operational Risk Case Study
Module 7 - ETRM for Oil Trading Desks Chapters 91-102
  1. ETRM as an Oil Risk System
  2. Deal Capture for Physical Oil
  3. Position & Exposure Views Traders Trust
  4. Intraday Revaluation Reality
  5. Storage & Inventory Modelling Gaps
  6. Freight & Chartering Limitations
  7. Real-Time P&L - Myth vs Reality
  8. Shadow Systems & Excel Dependency
  9. Control vs Flexibility Trade-Off
  10. Governance Failures in Oil ETRM
  11. What an Oil Desk-Grade ETRM Looks Like
  12. When Technology Becomes the Risk
Module 8 - Regulation, Behavior & Accountability Chapters 103-112
  1. Market Abuse & Manipulation Risk
  2. Inside Information in Oil Markets
  3. Sanctions Compliance & Trader Liability
  4. REMIT / FERC / MAR - Where Applicable
  5. Brokered & Voice Market Risk
  6. Behavioral Risk & Overconfidence
  7. Fatigue, Shift Trading & Errors
  8. Culture: Fear vs Discipline
  9. Crisis Leadership on Oil Desks
  10. Case Study: Regulatory Fallout
Module 9 - Desk Leadership & Legacy Chapters 113-120
  1. Designing a Resilient Oil Desk
  2. Capital Allocation Across Traders
  3. Hiring & Firing Decisions
  4. Compensation & Risk Incentives
  5. Succession Planning
  6. Desk Metrics That Matter
  7. Avoiding Complacency
  8. Lessons from Long-Lived Oil Desks

Trade oil like the desk depends on it, because it does

Enroll self-paced, join a cohort, or bring the program to your desk.