DATA SCIENCE MANAGER

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Date: 14-May-2022

Location: Saint Ouen, France

Company: Alstom

Req ID:203741 

We create smart innovations to meet the mobility challenges of today and tomorrow. We design and manufacture a complete range of transportation systems, from high-speed trains to electric buses and driverless trains, as well as infrastructure, signalling and digital mobility solutions. Joining us means joining a truly global community of more than 70000 people dedicated to solving real-world mobility challenges and achieving international projects with sustainable local impact.  

PURPOSE OF THE JOB

  • Define the Data Science roadmap for the Advanced Maintenance Analytics team
  • Manage the team of Data Scientists in the A.M.A. organisation 

ORGANISATION

Organisation structure (job belongs to..)

Services PL/Services Development/Advanced Maintenance Analytics

 

Reports directly to:

Advanced Maintenance Analytics Director

 

Network & Links

Internal

  • The D.S.Mgr will also functionally manage Data Scientists not belonging to the Services PL if requested by the activity.
  • CCN Data Science and AI

 

External

  • External Data Science providers

 

MAIN RESPONSABILITIES

  • Together with the Development & Growth Manager, develop monitoring strategies which fulfil the business objectives of the company in terms of Maintenance Cost reduction and Availability increase in the projects where Alstom has a Maintenance Contract
  • Define the R&D roadmap for Data Science, explore new methodologies to be applied to the different subsystems and data scenarios of our projects
  • Deliver analytics which fulfil the necessary KPIs as defined by the A.M.A. Director (Sensitivity, Specificity, etc…)
  • Manage the professional development of his/her team, the annual people management cycle and the day-by-day activities (workload, motivation, support)
  • Manage an R&D Workpackage to be used on make or buy activities.
  • Build a collaborative and supportive relationship with his/her peers to foster Innovation, Continuous Improvement and successful Deployment of our Analytics Solutions

 

MAIN REQUIRED COMPETENCES

Educational Requirements

Mandatory:

Engineering or master’s degree in computer science, Data Science, Mathematics or similar field

Experience

Mandatory:

Experience of at least 5 years of Data Science in an Industrial environment

Desirable:

  • Experience in the transportation industry
  • Experience in a Services Organization

Competencies & Skills

  • Fluent in English, French is a plus
  • Knowledge of the main Machine Learning paradigms and their characteristics to be able to choose the most relevant for our applications
  • Knowledge of R and Python
  • Basic knowledge of MLOps methodologies

 

 

An agile, inclusive and responsible culture is the foundation of our company where diverse people are offered excellent opportunities to grow, learn and advance in their careers.  We are committed to encouraging our employees to reach their full potential, while valuing and respecting them as individuals.   

 

 

Job Type:​Experienced​


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