Your mission
As part of the Optimization Services team, you will design, develop, deploy and support the Data Science models of the team’s systems/applications.
Contexte et environnement
Your mission
As part of the Optimization Services team, you will design, develop, deploy and support the Data Science models of the team’s systems/applications.
The Optimization Services team focuses on the multi-market multi-asset optimizations of short-term power trading. We are part of the Gas & Power IT department for the Trading business lines of the TotalEnergies company, whose main office is in Geneva with a presence on other continents (Singapore, Houston, Dubaï, etc.).
TotalEnergies Gas & Power Trading (TGP) and its affiliates has a large and complex systems environment, which is evolving with the expansion of the power trading business and its impact on trading IT. To accompany these evolutions, the Optimization Services team participates in a significant change program that will have notable impacts both on the short-term and the long-term. In this context, the team is leveraging Data Science and Mathematical Constrained Optimization, in particular MILP.
This role is global and focuses on the tools used by the front office and the integration into the overall energy management systems. The continuation of the systems performance, availability, and resilience, as well as scalability, need to be assured.
Activités
What You Will Do
Your focus will be on the Data Science models of the Optimization Service’s team applications. A significant part of these models will be based on Mathematical Constrained Optimization, in particular MILP. You will interact mainly with the team’s Business Analysts, Data Scientists and Back-end Developers.
Analyze:
* Understand the business context and specifications
* Analyze the technical and functional feasibility
* Participate in the design authority processes
Produce:
* Design, develop and deploy new functionalities according to business needs
* Ensure the proper functioning of the deliverable through monitoring and testing
* Ensure the models are seamlessly integrated in the related applications
* Implement the adequate balance between model precision and computation complexity
* Adjust the deliverables based on feedback
* Ensure adherence to best practice, guidelines and procedures for development, test and deployment
* Maintain compliance of development and related activities with audit, cybersecurity and other internal requirements
Run & Change:
* Improve the existing applications based on business needs and priorities
* Participate in the support of the existing applications
Communicate:
* Collaborate with Back-end Developers to integrate features and ensure interoperability
* Provide technical support and assistance to Business Analysts and other contributors for specifications, testing and the resolution of incidents / problems
* Document the codes as well as the algorithms to facilitate maintenance and knowledge transfer
* Ensure and maintain effective interactions with other relevant teams
* Contribute to the community of Data Scientists
Profil du candidat
We expect you to have:
* A Data Scientist / Optimization Expert background with a proficiency in software development
* Knowledge and experience in Mathematical Constrained Optimization, in particular MILP
* Proficiency in Python and its good practices
* Interest for the power trading business
* An ability to quickly understand the physical mechanisms for power assets (e.g.: how a battery works)
* Educated to at least Masters degree level or an equivalent in mathematics, statistics, computer science or a similar discipline
It would be a plus if you had:
* Knowledge of data and analytics, including AI/ML technologies, and their application for the power trading business
* Experience in Agile methodologies and project management methodologies
* Experience in a power utility or trading environment
* Good skills on DevOps (Docker, Git, GitHub Actions)
* Good knowledge of noSQL databases (MongoDB)
* Experience with Databricks
* Experience in Cloud-based environments
Your strengths
You are…
* Able to solve complex problems
* Rigorous
* A Team player
* Curious and open-minded
* Dynamic and agile
* Able to shift from detail-oriented to big-picture views
Languages
* English : C1 level as minimum expectation
* Competency in French is advantageous
Informations supplémentaires
TotalEnergies valorise la diversité, promeut le développement individuel et offre des opportunités d'emploi égales à tous les candidats.
Seniority level
* Seniority level
Entry level
Employment type
* Employment type
Full-time
Job function
* Job function
Engineering and Information Technology
* Industries
Oil and Gas
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