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14 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 • 2d
@Jack Williams question is : is there any path that is best?
0 likes • 8h
Yes just to say that 'consulting' varies a lot depending on the firm. So most people think 'consulting' is just done by McKinsey. But you have different types of consulting. First, 'strategy consulting' is done yes by McKinsey, BCG, Bain. You advise CEOs , senior managers etc on big decisions eg should they enter a market, acquire a company etc .You do lots of PowerPoint slides, Excel . Mostly slides and Excel. They rarely build ML or optimization models themselves. If technical modelling is needed, they often hire external experts. Second, you have another type of 'consulting' called 'technical/specialist' consulting which is done by companies like Baringa, Aurora, AFRY. Eg for energy you do market modelling, price forecasting. Here, you build an optimization model, use ML to forecast renewable output etc.And so in this case you write a report with interpretation of the results, description of the model etc. So, here you genuinely build models AND write reports AND present findings. Also, you have another type of consulting called 'Implementation consulting' done in companies like Accenture, Deloitte. You build coding systems, deploying software. So, mostly code and systems. They might not write formal reports at all but just deploy software and hand over documentation. Finally, you have Independent consulting where you are on your own ,and could be any of the above. For example, maybe a utility company hires you for 3 months to build an optimization model. Or maybe a developer wants a report on the electricity market. Etc. In all cases, you are creating PowerPoint slides , writing a report in Word , and most often you need to develop ML / Optimisation models in Python most often. And of course you have to give a public speech, to talk in meetings, etc.
What solver do you use for your optimization models?
If you are developing optimisation models, I'm curious what solvers do you prefer for your mathematical optimization models. Whether you're doing linear programming, mixed-integer, or nonlinear optimization.
0 likes • 13d
- I rely on SCIP for my research because it's open-source
🚀 AI Engineer Seeking New Collaboration
Hi everyone, I am excited to join this community. I’m an AI Full-Stack Developer specializing in building scalable, intelligent applications powered by modern AI technologies. I’ve worked across the full product lifecycle — from system architecture and backend development to frontend interfaces and AI-driven automation. I’m currently looking for new opportunities where I can contribute my expertise in: - AI integration & LLM-powered applications - Full-stack web & mobile development - Automation, agents, workflows, and system design - MVP development and rapid prototyping I’d also love to collaborate with US-based professionals and teams working on innovative products and forward-thinking AI initiatives. If you’re building something exciting in AI, SaaS, or automation, I’d love to connect. 📌 Portfolio: https://oleksandr-zamrii.vercel.app/ 📌 Linkedin: https://www.linkedin.com/in/oleksandr-zamrii-3a6496361/
1 like • 15d
I will also check with some US-based colleagues.
Hello everyone! I'm new here.
Hi everyone, I’m a Senior Software Engineer with over 10 years of experience in the IT field. I’m currently working with a U.S. based client, focusing on building scalable and high-performance web applications. I’m excited to be here and look forward to connecting and learning with you all.
1 like • 15d
Welcome. Thanks for sharing all this useful info on your profile. So I agree. Best time to be a Software Engineer is now. Everyone says this that I know. Especially when we combine it with other disciplines like Energy. Here, all the courses apply software engineering to Energy. Generally Software Engineering is a great combinator!
Pyomo vs Xpress vs GAMS
For Optimisation, which of these coding languages are you using and why ? In the Classroom, all three approaches are taught : Python (using Pyomo), Xpress and GAMS. Each, is used to develop an optimisation model. Is there a better one? Is one for academia and one for industry?
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Luis G
3
37points to level up
@luis-g-7234
Energy Consultant

Active 8h ago
Joined Nov 2, 2025
ESFP
Lisbon area