Senior Data Scientist (F/M)

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Date: 01-Nov-2022

Location: Villeurbanne

Company: Alstom

Req ID:266821 

Leading societies to a low carbon future, Alstom develops and markets mobility solutions that provide the sustainable foundations for the future of transportation. Our product portfolio ranges from high-speed trains, metros, monorail, and trams to integrated systems, customised services, infrastructure, signalling and digital mobility solutions. Joining us means joining a caring, responsible, and innovative company where more than 70,000 people lead the way to greener and smarter mobility, worldwide 

PURPOSE OF THE JOB:

Alstom announces an opening for a Senior Data Scientist in France (Villeurbanne/Lyon or Paris). This position supports the Mobility Analytics program by developing, testing, validating, and industrializing Machine Learning (ML) algorithms for different data-driven applications in the Mobility domain. The main goal of the Mobility Analytics program is to develop ML software modules in order to improve customer performance and experience using existing and new data analytics, supported by advanced simulations and domain experts. The main purpose of this position is to support senior data scientists and DevOps/MLOps engineers to develop zero-to-hero analytics applications (‘proof of concept” to “free-for-tender”) in maintenance, operations, energy, and city flow domains and secure successful field trials with our customers. In this capacity, you will be able to work on our next generation data-driven solutions for the Mobility industry, within a lean startup environment, in collaboration with engineering & mobility experts, data engineers, DevOps/software engineers, and HMI designers/storytellers.

 

KEY ACCOUNTABILITIES: 

  • Develop approaches to mine, extract, and normalize various types of information from numerous disparate data sources, based on the customer requirements.
  • Develop industrial-grade ML/AI/analytics modules and tools designed to address business needs and solve complex problems. This includes designing, coding, validating, testing, automating, and scaling ML/data science algorithms to meet TRL7 requirements. 
  • Suggest and apply a strong testing and quality assurance practices.
  • Support field trials with our customers using the mobility analytics software modules and tools.
  • Present results in a clear manner using presentations, interactive dashboards, and reports.
  • Document data science and ML modules and code; contribute and review system, software, V&V and interface requirements. 
  • Attend meetings, submit work progress reports, and perform related duties as required.

 

ORGANIZATION:

  • Hierarchical: Innovation Center France Data team leader
  • Functionnal: Data Science Leader

 
EXPERIENCE

Mandatory:

  • Proven ML / AI background with supervised and unsupervised methods. 
  • Strong background with time series data analytics (prediction, pattern detection, anomaly detection, trending/seasonality, FPCA).
  • Highly proficient with python and a standard set of python libraries for machine learning, AI, and statistics.
  • Experience with developing python libraries and packages.
  • Experience with python-based visualization libraries (such as plotly/dash and streamlit) for developing interactive data-driven applications. Candidates will be asked to demonstrate their previous projects.
  • Experience with git, github, and release management tools. 

 

COMPETENCIES & SKILLS

  • Passion for developing efficient, testable, scalable, and well-documented code for ML/AI.
  • Excellent analytical, problem solving, and organizational skills.
  • Flexibility to work successfully with both local and remote / international teams.
  • Ability to pay close attention to detail, meet deadlines, balance multiple tasks, work well under pressure, and work with frequent interruptions.
  • Desire to be a team player and contributor in a highly collaborative environment across diverse and distributed teams.
  • Fluent in English. French is a plus.

 

EDUCATIONAL REQUIREMENTS

  • M.S. degree (with supplemented training) in data science, machine learning, computer science, operational research, or applied mathematics.
  • Five or more (5+) years of experience in two (2) or more of the following: software development, data analytics, machine learning, AI. Theoretical knowledge would not be considered.
  • PhD in the fields of statistics or machine learning or applied mathematics.

 

Location & Travel

  • Job located in Saint-Ouen or in Villeurbanne.

Alstom is the leading company in the mobility sector, solving the most interesting challenges for tomorrow’s mobility. That’s why we value inquisitive and innovative people who are passionate about working together to reinvent mobility, making it smarter and more sustainable. Day after day, we are building an agile, inclusive and responsible culture, where a diverse group of people are offered opportunities to learn, grow and advance in their careers, with options across functions and geographic locations. Are you ready to join a truly international community of great people on a challenging journey with a tangible impact and purpose?  

 

Equal opportunity statement:
Alstom is an equal opportunity employer committed to creating an inclusive working environment where all our employees are encouraged to reach their full potential, and individual differences are valued and respected.  All qualified applicants are considered for employment without regard to race, colour, religion, gender, sexual orientation, gender identity, age, national origin, disability status, or any other characteristic protected by local law. 

 


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