Data Scientist - Perm Role

Location Singapore
Job reference BBBH117494_1659091150
Salary Up to S$0.00 per annum
Consultant name Sharma Kristine Joy Padua
Consultant email
Consultant contact no. 6232 8814
EA License No. 02C3423
Consultant Registration No. R2090931


  • Lead or participate in the project which aims for solving diverse problems from the automotive industry covering acquiring data, algorithm development, and system implementation
  • Drive research from concepts to feasible output to determine the viability of ideas that leverage the knowledge of data analytics or optimization.
  • Acquire the state of the art technologies and present ways to use them for solving real-world problems
  • Operate and develop models/services deployed in the manufacturing process
  • Publishing papers in journals/conferences or applying for patents as a result of the research conducted


  • Experiences in publishing papers or articles from the research practices
  • Programming skills to implement a novel idea and show their feasibility in the problem solving

1) Data Analytics

  • Experiences in the following: Regression/Classification/Clustering models, Large scale data analysis, Time series analysis, Forecasting models, or Kernel-based methods
  • Expertise in machine learning or data mining frameworks such as PyTorch, TensorFlow, Scikit-learn, or MLlib
  • Expertise in processing large scale datasets in distributed data frameworks (Hadoop, Spark, or Hive)

2) Optimization

  • Experiences in the following: mathematical modelling and algorithm development using Mathematical programming (Linear programming, Mixed-integer programming), (Meta)Heuristic algorithms, Stochastic Process, or Combinatorial Optimization
  • Expertise in mathematical programming solvers including GUROBI, or CPLEX

Sharma Kristine Joy Padua License No.: 02C3423 Personnel Registration No.: R2090931

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