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Job DescriptionDevelop novel OR/ML algorithms and methodologies applicable to asset performance management and operations optimization problems.Analyse large datasets to identify patterns, trends, and insights to deliver algorithms dealing with diagnostics and prognostics of large energy equipment.Design and conduct experiments to test the performance and robustness of algorithms for production deployment.Document research findings, methodologies, and implementation details for patent disclosures and peer-reviewed publications.Collaborate with cross-functional global teams, including engineers, researchers, and product managers, to integrate AI solutions into existing system platforms.Keep abreast of the latest advancements in OR/ML through literature and participation in relevant conferences and seminars.Required Qualifications:PhD with 2 - 5 Years Experience or Master’s degree with 5 - 7 Years Experience with a focus on operations Research, machine learning, or statistics.Specific areas of required expertise are: Mathematical Programming, Discrete Event Simulation, Stochastic Optimization, Machine Learning, Time Series AnalysisProficiency in programming languages and packages commonly used in AIML applications such as Python, Tensor Flow, PyTorch, Pandas, Numpy, Gurobi/CPLEX or similar.Familiarity with software development best practices, including version control (e.g., Git), and agile methodologies.Demonstrated ability to build prototypes and quickly develop proof of concepts to show solution feasibility.Desired Characteristics:Strong foundations in the design, analysis, and implementation of algorithms in different computing architectures are desired.Experience of working in industrial domains (Power, manufacturing, etc.)Enthusiastically follow technology trends, engineering best practice and technologies while enjoying the challenge of solving complex problemsSelf-starter and can work in ambiguous environmentsExcellent problem-solving skills and ability to think critically and creativelyStrong communication skills and ability to work effectively in a collaborative team environment.Additional InformationRelocation Assistance Provided:Yes
