Data Scientist Time Series H/F

Candidate Profile

• You like innovation and challenges close to business needs.
• You have a 5-years industrial experience involving Data Science.
• You have strong background in Python and knowledges in production ready code.
• You like to propose new ideas, collaborate in a project mode, coordinate scientific activities.
  
  
  

Come an join us!

What about your future team?

Joining our team is participating to an enthusiastic digital adventure, within a highly motivating team, eager to take up strong technical challenges

always very close to the business.

Activities

Digitalization is key in supporting the energy transition of the company, it means that more and more data are available. Those

data are the playgrounds of the Digital Solutions and AI team.

Our objective is to support the company's transition by leveraging data using machine learning and deep learning algorithms.

The position refers to the manipulation of variate time series (solar, wind, EV charging etc.).

Your Day-to-day Activities

As a Data Scientist you will:

• Be in direct contact with internal clients and participate in defining their needs.
• Propose, in collaboration with colleagues, the approach to be implemented to meet client needs (bibliography, methodology).
• Coordinate all stakeholders involved in the study, including external resources.
• Participate in the development and training of custom models (machine/deep learning) to meet business needs.
• Participate in the deployment (retraining strategy, provision of results), in collaboration with back-end and devops teams.
• Participate, beyond model creation, in the entire data processing chain (cleaning, enrichment, etc.)
• Contribute to development following the data science team's guidelines.
• Conduct technological watch in ML and particularly in the field of time series (through participation in conferences and
  
  
  

external events, publications, etc.) and uses scientific knowledge to propose new studies with high potential impact for the

company or the development of new technologies.

• Consider HSE and operational constraints in the implementation of technical solutions.
• Report research results, ensuring their robustness, in writing and/or through internal/external presentations.
• Identify project risk (feasibility, delays).
• Be autonomous in your daily work.
• Demonstrate a strong teamwork spirit.
  
  
  

Context & Environment

The OneTech branch is one of the pillars of TotalEnergies' energy transition strategy to get to net zero by 2050

The mission of our 3,400 employees - engineers, technicians and researchers - spread over 9 sites in Europe is to provide the technological and scientific

expertise needed for the Company to implement its strategy.

Join our teams in the Customer Lines, Technical Lines, R&D Lines and Support functions who accompany all operational branches in their development

projects and in support to their operations !

Our OneTech spirit serious & cool is reflected in numerous social events (Afterworks, Touch Rugby Challenge, Innovation Challenge, etc.) complementing

the moments of sharing information (team seminars, Hello OneTech convention) and know-how (training, TecX conferences) to fully experience the OneTech

collective adventure!

Apply

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TotalEnergies est une compagnie multi-énergies mondiale de production et de fourniture d'énergies : pétrole et biocarburants, gaz naturel et gaz verts, renouvelables et électricité.

Ses 105 000 collaborateurs s'engagent pour une énergie toujours plus abordable, propre, fiable et accessible au plus grand nombre.

Présent dans plus de 130 pays, TotalEnergies inscrit le développement durable dans toutes ses dimensions au cœur de ses projets et opérations pour contribuer au bien-être des populations.