Job Description

Req ID: 343962
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
Participate in R&D and deployment of the next generation data-driven solutions for Mobility, within a lean startup pathway and in collaboration of engineering & mobility experts, data engineers, software engineers, HMI designer and MLOps/DevOps.
Singapore Innovation project will be main target among all projects
ORGANISATION STRUCTURE
Direct report : Innovation Station Manager
Undirect report : Innovation Center France Data team
NETWORK & LINKS
Internal:
Engineering, Technical teams, R&D, Innovation teams
External:
Start-ups, data companies, other industrial companies, suppliers, academics, research institutes, customers
MAIN RESPONSIBILITIES
Key accountabilities:
Define, develop, manage & sustain the data model, including machine learning, AI, NLP or simulation, such as:
Design technical solution for data-driven approach, including engineering and financial impacts
Build feature extraction model and programming
Build learning models, including unsupervised predictive models and simulation tool
Assess and enhance the data quality of incoming data and model responses
Apply Data management practices
Build report and explanatory materials to share with engineering experts
Evaluate the opportunities from new mathematical and machine learning technologies
Apply a strong testing and quality assurance practices
Performance measurements:
OTD
Developments QCD
MAIN REQUIRED COMPETENCES
Mandatory:
Engineering or master's degree supplemented by extensive training in data mining and/or machine learning
Desirable:
PhD in the fields of statistics or machine learning or applied mathematics
Mandatory:
Knowledge of the following language: Python or/and R
Knowledge of fundamentals of modern statistics, including time series and signal processing, text mining or image processing
Knowledge of Artificial Intelligence & Machine Learning algorithms (neural network, deep learning etc...)
Experience with database management (SQL, ElasticSearch, etc.)
Experience with LINUX environment (shell scripting)
Desirable:
Experience with PHM or Predictive Maintenance
Experience in Traffic modelling
Experience in NLP
Experience in Video analytics
Experience in Sequence mining
Experience in log analytics
Experience with git and release management
Competencies & Skills
Proven track record for designing stable solution, testing and debugging.
Demonstrated teamwork and collaboration in a professional setting
Proven capabilities with worldwide teams
Fluent English.
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.