🤖Data scientist, PhD
Posted on Friday, September 1, 2023
Data scientist, PhD
Energy, from production and consumption to storage, is one of the major challenges of the 21st century. To deal with climate change, biodiversity loss and ensure social fairness, we must provide new solutions. Mainly we need to produce and consume energy in a more responsible, efficient and low-carbon way.
We are building an innovative platform that empowers the widespread adoption of renewable energies and encourages citizens to take charge of their energy consumption. To pave the way for a cleaner and greener future, we harness the flexibilities of energy-hungry equipments to improve electricity consumption and reduce dependence on fossil fuels during peak times.
As part of our team, your responsibility will be to build a DER (distributed energy resources) management platform. Through our platform, we enable the dynamic control of the electricity consumption of HVAC, Heat Pump, Smart Thermostat, EV charging.
Our platform‘s primary objective is to facilitate demand response on a massive scale, harnessing the power of millions of behind-the-meter devices.
From large and complex datasets mixing time series and censored data to optimal planning and online learning, the challenges are numerous. We are working in a recent field, where standards still need to be defined. As a Data Scientist you will participate in:
The collection, cleaning and analysis of large datasets
The development of machine learning algorithms in the electricity industry
The development of api-based web services to deliver algorithms' output
The study of best-practice in machine learning implementation as well as staying up-to-date with the last developments in academic research
The discussion and choices with our clients to better understand their needs and develop a coherent platform
PhD, in Math, Physics, Computer Science, Engineering
You master one (or more) programming languages. For us it's python
You master one (or more) cloud tools: OVH, GCP, AWS, Azure, etc…
You must know the theory being the algorithms you use...
You must like math as much as you like delivering predictions in a production environment !
Autonomous, able to move forward alone and present new ideas
Curious, always looking for news techniques and research papers on topics you love
Passionate about energy and climate issues
We work to build the world of tomorrow, the one that seems more sustainable to us. A job that makes sense: We work hard, but we know why and where we are going.
Developing a product from the ground up, going out in the field, breaking, iterating, learning and improving.
Unparalleled technical challenges: data management, cloud computing, security and machine learning algorithms.
We are supported by TotalEnergies, Station F and HEC
Choose your lifestyle : We have offices in Paris (station F) and we also offer full-remote work.
Real chance to change a sector that needs it and see your impact at scale.
Work in an ecosystem of people who are passionate about their subject and determined to make a difference.