Data Scientist

2 weeks ago

Singapore Thales Full time

Location:
Singapore, Singapore

Thales people architect solutions that support 85 million mainline and suburban passenger journeys, worldwide, every day.

Our Rail Signalling and Communication systems are used on metro lines across major cities, and 72,000 kms of route, 52,000 trains per day in 16 countries are controlled by our Traffic Management Systems.

Together We deployed the first-ever nationwide ticketing system which processes over 50 million ticketing transactions in 100 cities daily.

Thales established its presence in Singapore in 1973 to support the expansion of aerospace-related activities in the Asia-Pacific region.

Throughout the last four decades, the company grew from strength to strength and is today involved in the primary businesses of Aerospace (including Air Traffic Management), Defence & Security, Ground Transportation and Digital Identity & Security.

Thales today employs over 2,100 people in Singapore across all its business areas.


As Ground Transportation Systems (GTS), we are advancing rail signalling and safety solutions to ensure safe and efficient railway operations worldwide.


Our technologies help to bring billions of people reliably to their destinations by rail every year - making sustainable mobility a reality.

Data Scientist (Ref.
No. R

at our location in Singapore

You will enjoy having these responsibilities:

  • Responsible for defining the data science and advanced analytics requirements and use cases, creating data exploitation models, recommending tool selection and working closely with Revenue Collection system Business Leads and Expert to create insight and value from data
  • Responsible for planning, executing and delivering advanced data analytics and scenario modelling,
  • Leading the activities for use case capture, building models, problem analysis, data exploration and data collection and integration,
  • Researching existing product and machine learning/deep learning model, proposing improvement and industrializing the product,
  • Participating in model demonstration and validation with end customer, providing analysis and evidence of the model performance to demonstrate that the model is fit for production and operation,
  • Working with the product leader, domain expert and the software development team to ensure the success of the delivery.

You have:

  • Bachelor or Master Degree in Data Science or related field,
  • Minimum 2 years of experience working in artificial intelligence algorithms and a proven record of accomplishment in the implementation of Deep learning solution based,
  • Previous experience working in an innovation environment would definitively be an advantage
  • Have understanding of algorithms design and development, from the preparation of the database to the industrialization of the algorithms,
  • Experience in feature extraction from data stream such as video or images, and integrating the data output to train deep learning model,
  • Proficiency with Python, TensorFlow, Keras, PyTorch, Pandas, Jupyter Notebook, GitLab,
  • Experience in software development, MLOps, and data engineering (ETL pipeline implementation) using Spark, Flink or Pandas is highly recommended,
  • Previous experience working in Mass Rapid Transport system such as fare collection or Metro station video data analytic system is highly recommended,
  • Previous experience working in video analytics, performance and image process optimization is desirable.
  • Outstanding analytical and problem solving skills,
  • Excellent project and time management skills with experience of Agile techniques,
  • Ability to work in a team and on own initiative,
Our Talent Acquisition Team is looking forward to hearing from you

For further information about Thales and GTS as an employer visit us on

About us

Our motivation is the mobility turnaround.

To achieve this, our teams find innovative products and solutions that ensure the operation and reliability of the entire rail network and increase capacities on the rails.

Our projects are diverse. To make our teams even stronger, we are looking for your support.

In return, we offer you an attractive overall package with the following benefits:

  • Stronger together: Networking through internal networks and working in international teams
  • Our drive: Together, we are laying the foundations for the digitization of the rail around the world, to get people safely to their destinations and to their loved ones
  • Attractive conditions: A secure and permanent job with a global company
Notes


Equal opportunities and self-determined participation of severely disabled persons and persons of equal status as well as respectful cooperation are firmly anchored principles within the Thales Group and its subsidiaries.

We also aim to offer all our equal opportunities to start a career and to receive training and further education in our company.

We consciously promote diversity and togetherness in our teams.

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