Job Description

• AI Research Center is seeking data scientists who have 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 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

Job Requirements Spirit - Attitude/Personality Needed to the Job

• Open-minded individual who seeks mutual growth with the company and is eager to develop data science models and algorithms Self-motivated and proactive personality
• Background - Education / Working Experience
• Bachelor or Master degree in Industrial Engineering, Computer Science, Mathematics, or equivalent practical experience
• Total over two years of research or development experience in data analytics, or optimization
• Research experience in the manufacturing industry but not required.

Professional Skills - Knowledge & Skills & Others (Certification etc.)

• 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
• 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)
• Optimization
• 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

NOTE: Candidates with Relevant skills will be shortlisted. Goel Navneet License No.: 02C3423 Personnel Registration No.: R1982194