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Principal Data Scientist Research (Explainable AI & Edge Analytics)

ST Engineering

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Job Summary


Job Type
Permanent

Seniority
Principal

Years of Experience
4-6 years

Tech Stacks
Analytics
R
Microsoft
MATLAB
SQL
C++
C
Python
Java

Job Description


The Data Analytics Strategic Technology Centre (DA STC) is a Corporate R&D centre for Data Analytics & Artificial Intelligence that aims to develop key data analytics technologies to support ST Engineering’s global growth plans across all our business sectors
 
Job Description:
  • Lead a team of junior researchers to explore and develop new or improved analytical techniques through both organic and collaborative R&D efforts
  • Develop POCs to demonstrate viability of DA/AI technologies for our different businesses
  • Demonstrate research efficacy by publishing conference papers, journal articles and other means of asserting IP ownership
  • Work with our Group Engineering Centre and lines of businesses to translate research outcomes into commercially viable products or services
 
Requirements:
  • Master's or PhD in Science/Engineering/Mathematics with at least 4 to 6 years of working experience in data analytics
  • In-depth technical knowledge and experience in any of the following:
  1. Federated Learning
  2. Efficient Edge Analytics
  3. Interpretable/Explainable/Trusted AI
  4. Anomaly Detection
  5. Forecasting
  6. Computational Fluid Dynamics
  7. Digital Twins
  8. Computational Intelligence
  9. Operations Research
  10. Deep Learning
  11. Social & Cognitive Computing
  12. Knowledge Representation
  13. Agent-based Simulation
  14. Computer Vision
  15. Behavioural Modelling

  • Good experience with end-to-end analytics process – ideation/value elicitation, data profiling, analytical modelling, testing, validation, visualization, and solutioning 
  • Strong problem solving skills and passion for artificial intelligence and data science research
  • Experienced in SQL (any flavour), Python, R, Matlab, Java, C++/ C
  • Experienced in preparing research papers using standard document preparation tools such as Microsoft Word or Latex
  • Familiar with distributed computing, modelling & simulation, optimization, and visualization tools
  • Excellent coordination and time management skills to handle complex projects
  • Willing and enthusiastic about continuous learning

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