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Data Science at Air Swift

Data Science

Air Swift Singapore Full-Time
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Airswift would like to invite an experienced Data Science Engineer to consider joining the Data Science Team in the oil and gas industry, handling the exciting problems coming from diverse business domains – FPSO facility design, supply chain management, construction, operations of oil and gas plants.

Responsibilities

  • Responsible for (1) drawing insights from data by using tools and techniques on large, complex data sets with running intricate analytical experiments, and (2) creating models via theoretical, cutting-edge technology and approaches applied in diverse business areas of Oil and Gas industry
  • Analyze the data and provide the proper solutions from data science perspective for wide range of business problems - dealing with various forms of dataset (tabular, image, video, isometric, text, and timeseries)
  • Develop, maintain, and improve Machine Learning / Deep Learning models
  • Research and develop new analytical techniques to generate actionable solutions oriented for the business
  • Interpret new challenges from internal/external clients to develop new analytical solutions for problems of diverse business area (FPSO facility design, supply chain management, construction, operations)
  • Commission models together with representatives from internal departments
  • Carry out any additional tasks related to the position assigned by the Project Lead

Requirement

  • Degree in Computer Science, Statistics, Engineering, Physics, Mathematics, Operations Research, or equivalent technical field
  • Strong experience in at least one of the following languages: R, Python, Scala, SQL
  • Experience with statistical and machine learning package: Scikit-learn, pandas, numpy, keras/tensorflow/torch
  • Hands-on experience applying machine learning/data mining/statistical analysis and modeling to practical problems
  • Experience in computer vision (traditional and deep learning based) or reinforcement learning a plus
  • Experience in working with large datasets and relational databases
  • Strong analytical and creative problem-solving skills
  • Able to communicate clearly and effectively to different stakeholders with varying technical understanding
  • Capable of thinking out of the box and excited about trying new solutions, willing to challenge status quo
Please feel free to forward your resume to us 

 

Recommended Skills

  • Big Data
  • Communication
  • Computer Vision
  • Construction
  • Creative Problem Solving
  • Data Science
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Job ID: 1173490