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 joy.sharma@experis.com.sg
Consultant contact no. 6232 8814
EA License No. 02C3423
Consultant Registration No. R2090931


Responsibilities:

  • 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



Requirements:

  • 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

Please note that your response to this advertisement and communications with us pursuant to this advertisement will constitute informed consent to the collection, use and/or disclosure of personal data by ManpowerGroup Singapore for the purpose of carrying out its business, in compliance with the relevant provisions of the Personal Data Protection Act 2012. To learn more about ManpowerGroup's Global Privacy Policy, please visit https://www.experis.com.sg/privacy-policy