Intern - Data Science

Job Description

Siemens Digitalization Hub, Singapore

Internship Opportunities in Data Analytics and AI

Data Analytics/AI team in Siemens DigiHub strives to find solutions for exciting problems in heterogeneous domains ranging from industry, energy, mobility and building technologies - smart cities, by applying methods and principles of distributed data management and data sciences such as machine learning, deep learning, computer vision, mining and pattern recognition of time-series sensor data.

 

Problems that we could work together include but not limited to: 

  • Mining large scale machine data for insights on productivity
  • Condition monitoring and anomaly detection in industrial internet
  • Real-time analytics on time-series data streams
  • Edge intelligence
  • Computer Vision methods and algorithms like DNNs for object detection and classification
  • Emerging DL concepts like GAN, One Shot/Zero Shot learning

We are looking for highly-motivated students with CS/IT background for Internships (in the areas

mentioned above) for duration of >= 3months with the following skill set:

Mathematical background 

  • Basic Mathematics (Linear algebra, Vectors, Discrete)
  • Understanding of Statistical/Probabilistic models

Computer Science background

  • Database concepts
  • Data structures and algorithms
  • Programming skills (Java/Python)
  • Time-series data analytics
  • Machine learning (classifiers, clustering, regression)
  • Deep learning frameworks (Tensorflow, Keras)


Job ID: 179126

Organization: Internet of Things

Company: Siemens Pte Ltd

Experience Level: Student (Not Yet Graduated)

Job Type: Either

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