Data Scientist

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

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.