Job Description

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

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