Data Scientist

Our client has a global R&D center in Singapore and they are now looking to appoint a Data Scientist with deep interests in one of the domains below, but not limited to:

• Data Analytics: Multivariate time-series analysis, Forecasting models, Data mining, Pattern recognition
• Optimization: Linear/Nonlinear Programming, Heuristic algorithms, Stochastic Process

Key Responsibilities:

• Lead or participate in the project which aims for solving diverse problems and you will be handling data acquisition, algorithm development, and system implementation
• Drive research from concepts to output to determine the viability of ideas that leverage the knowledge of data analytics or optimization. 
• Acquire 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:

• Bachelor or Master Degree in Industrial Engineering, Computer Science, Mathematics, or equivalent practical experience 
• Min. 2 years of research or development experience in data analytics, or optimization
• Research experience in the manufacturing industry is preferred but not mandatory
• 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
• 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)
• Experiences in the following: mathematical modeling 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