Intern – Data Science

Application Dates
Applications open
29 Jul 2019
Applications closing
31 Dec 2020
Opportunity Overview
Type Internships
Location
Singapore
Start date
Academic requirements
Level of Study
Bachelor degree
Degree Accepted

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 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)

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.