ETRM Data Engineering & Analytics
Prajesh Jha
Energy Trading Risk Management Expert
Entire ETRM Data Engineering & Analytics - STP Capstone
The only program that teaches modern data engineering on a complete, real ETRM trading platform - from canonical trade model to a signed-off P&L, built end to end by you.
Design the trading data platforms global energy companies run on. Build production-grade pipelines for trade capture, market data, forward curves, positions, valuation, settlement, and risk - end to end, on one canonical model that serves a whole trading floor. Twelve sequenced courses and 240 chapters take you from the core data model to a fully automated, straight-through pipeline, and a capstone in which you build a working ETRM data platform yourself. A shared book of seven canonical trades, spanning all seven instrument formats, threads through every course, on a data model that represents all twelve commodity desks.
What you’ll learn
The whole ETRM data platform, taught as one journey
Near real-time ingestion from ETRM/CTRM and exchanges/brokers
Support for physical and financial gas contracts, options, structured deals and transport
Market data integration for curves, vol surfaces, FX and reference data (hubs, calendars, grids)
Real-time and EoD P&L including realized, unrealized and carry components
P&L explain by drivers: price, volume, FX, theta and model changes
Parametric or historical VaR, sensitivities (Delta, Gamma, Vega) and scenario analysis
Position, stop-loss, VaR and notional limits with tolerance bands and breach workflows
Counterparty exposure views combining MtM, potential future exposure and collateral
Margin and liquidity dashboards for exchange and OTC portfolios
Role-based dashboards for Trading, Market Risk, Middle Office and Management
Intraday alerts on limit breaches, data breaks, curve gaps and unusual P&L moves
Runbooks and workflow integration with ITSM tools for incident and change management
Learn directly from Prajesh
Prajesh Jha
Founder-GravitasETRM | Ex - JPMC | ADNOC, BP, ENI, Centrica, NatWest, Barclays
Who this course is for
- Energy Trading Desks
Gas traders
Desk heads
Portfolio managers
Commercial teams managing positions and hedging
- Risk & Middle Office Teams
Market risk analysts
Middle office professionals
Risk controllers
Limit monitoring teams
- Operations & Back Office
Settlements teams
Reconciliation teams
Trade support teams
What's included
Live sessions
Learn directly from Prajesh Jha in a real-time, interactive format.
Lifetime access
Go back to course content and recordings whenever you need to.
Community of peers
Stay accountable and share insights with like-minded professionals.
Certificate of completion
Share your new skills with your employer or on LinkedIn.
Maven Guarantee
Your purchase is backed by the Maven Guarantee.
Course syllabus
Week 1
Sep
7
01 Data Modeling for ETRM Systems
Sep
8
02 Reference and Master Data Management
Sep
9
03 Trade Lifecycle and Instrument Modeling
Sep
10
04 FpML and Trade Representation
Week 2
Sep
14
05 Market Data, Curves and Time-Series
Sep
15
06 Position and P&L Data Models
Sep
16
07 Counterparty, Credit and Limit Modeling
Sep
17
08 Data Lake, Warehouse and Lakehouse
Schedule
Live sessions
24 hrs
Mon, Sep 7
10:30 AM—12:30 PM (UTC)
Tue, Sep 8
10:30 AM—12:30 PM (UTC)
Wed, Sep 9
10:30 AM—12:30 PM (UTC)
Frequently asked questions
Maven for Teams
Reimbursement
Get your company to pay
Everything L&D needs: email template, receipts, and certificate of completion.
Get reimbursedTeam discount
Learn with your teammates
Save 20%+ when 2 or more teammates enroll in the same cohort.
Save 20%+ with a teamPrivate cohort
Run a cohort for your org
A dedicated cohort with a custom schedule and curriculum, tailored to your team.
Book a private cohort£4,999
GBP