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Owned by Dr. Spyros

Energy Data Scientist

188 members • Free

This community provides the Energy Data Scientist training program to help you build and maintain expertise as an Energy Data Scientist.

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134 contributions to Energy Data Scientist
How do we define the "Energy Data Scientist" ?
The term 'Energy Data Scientist' means more than just a Data Scientist who works in an Energy Company. Given the skills that this Skool community teaches, what jobs does the Energy Data Scientist cover?
0 likes • 13h
@Fatma Yf correct . With 0-2 years experience , hedge funds and trading in USA pays $200,000 / year gross salary . After 10 years you get $1M / year . Big tech like Google for 0-2 years pays $200,000/ year . After 10 years it may be $700,000/year. McKinsey same. Blackrock , Goldman Sachs etc same. Academia as a professor pays less eg initially its $90,000/ years and after 10 years lets say around 200,000$ but without counting for consultancy fees. Government roles pay around the same as academia . in the UK and Europe it is less but the order is the same . Switzerland is an exception as it pays a lot . Asia , Africa , Australia pay around the same as Europe depending on country , company and our expertise . The gap widens dramatically at senior levels eg a McKinsey Partner vs a Government Director is 3-5x difference UK utilities pay modestly but offer stability and pension. Academia looks lower but add £30-100k/year consulting and it competes well, plus job security. USA pays significantly more across all paths.
0 likes • 13h
@Luis G by the way energy is more recession-resistant as people always need electricity. It is better than pure finance or pure tech . eg 2022-2023: Google, Meta, Amazon, Microsoft all did massive layoffs. Or , 2008 it showed entire banks can collapse. Energy gives you optionality. In good times, you can work at Citadel and earn tech/finance money. In bad times, you can move to National Grid or Ofgem and ride it out. Pure tech and pure finance people don't have that fallback , their skills are less transferable.
Oil Option Contracts in Python : New Video
I have uploaded a new video to the Classroom in Course 5.20. This video focuses on Python but also has useful theory on Options. Course 5.20 , as a reminder, is on Option Contracts for Crude oil. We examine how to evaluate Call and Put options on Oil. This is the 5th video for this course. We examine the OilOptionsChain class . We again look at some fundamental concepts of Object Oriented Programming . So it is a good revision for Object Oriented Programming. We speak about what the Options Chain is. Specifically, we create an object called call_chain from the OilOptionsChain class. All contracts of this class are for the same underlying asset (WTI Crude Oil) and expire on the same day. The only difference between them is the Strike Price. By creating this OilOptionsChain object in Python, we are essentially generating this financial "menu" based on the market conditions we defined (volatility , etc). See the attached images about what we are doing in this video.
Oil Option Contracts in Python : New Video
Python code Updates in Online Courses
October 2022, Python 3.11 was released. October 2023, Python 3.12 was released. October 2024, Python 3.13 was released. <--- our online courses have code in 3.13. October 2025, Python 3.14 was released. Python 3.14 is a minor release after 3.13. Ordinary 3.13 code (basic scripts, functions, classes, small projects) is expected to run unchanged on 3.14, because we are not doing very advanced / low-level things (C extensions, fiddling with internals, etc.). The course code is written for Python 3.13, but it also runs on Python 3.14. For a few months we will not update the existing code. Maybe towards the summer I may re-evaluate.
Career Report: Interview/Client Questions on the Electricity Grid
A new Career report has been uploaded to the Classroom section (6.3 - Career Reports). This Q&A guide includes common questions about electricity grids. Very useful for preparing for job interviews or confidently answering client questions as an energy consultant. For example:
Commodities Report: Copper Prices Are Rising
A new Energy Industry report has been uploaded to the Classroom section (6.2 - Industry Reports). This report examines the growing gap between copper supply and demand, driven by AI data centers, renewable energy grids, and military spending, while existing mines age and new deposits become increasingly rare and difficult to develop. Sources: My commentary combined with the following: [1] The Economist: https://www.economist.com/science-and-technology/2025/02/26/the-skyrocketing-demand-for-minerals-will-require-new-technologies [2] Financial Times: https://www.ft.com/content/ed785287-c4db-4840-a90b-426fbd41bb5b [3] Wall Street Journal: https://www.wsj.com/finance/commodities-futures/mining-megadeal-shows-the-world-is-crazy-for-copper-3829316f [4] Investors Chronicle: https://www.investorschronicle.co.uk/content/c34da52d-7a54-46f5-aa36-0daae29587cd
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Dr. Spyros Giannelos
7
5,488points to level up
PhD in Energy, Imperial College London | Author of over 40 publications | 1000+ citations | Energy Consultant in $50m+ energy projects

Active 5h ago
Joined Aug 20, 2024
London, U.K.