About this role
This internship involves designing and developing AI-driven software solutions for manufacturing, focusing on optimization, simulation, and digital twin technologies to improve factory performance.
Key Responsibilities
- Designing AI software solutions
- Developing decision algorithms
- Building simulation models
- Applying optimization techniques
- Collaborating with business units
Technical Overview
The role requires expertise in machine learning, deep learning, optimization, simulation modeling, and programming in Python, SQL, and frameworks like LangChain and CPLEX.
Ideal Candidate
The ideal candidate is a Master's student in Industrial Engineering or Operations Research with a strong background in software development, machine learning, and optimization models. They should have experience with simulation, digital twin manufacturing, and programming in Python and SQL.
Must-Have Skills
Pursuit of Master's degree in Industrial Engineering or Operations ResearchStrong background in software development
Nice-to-Have Skills
Discrete-Event Predictive ModelingDigital Twin Manufacturing SimulationsData analysisData visualizationStatistical analysisTime Series analysisProduction PlanningManufacturing AutomationOptimization CPLEXLinear and Mixed Integer Programming
Tools & Platforms
Oracle PL/SQLPythonRLangChainCPLEX
Required Skills
Operations ResearchAI Software EngineersSystem wide software solutionsMachine LearningDeep LearningOptimization ModelsSimulation ModelsDiscreet-Event Predictive ModelingDigital Twin Manufacturing SimulationsLangChain frameworkModel fine-tuning techniquesRegressionClusteringNeural networksTransformer modelsAttention mechanismsLinear ProgrammingMixed Integer Programming
Hard Skills
PythonOracle PL/SQLRMachine LearningDeep LearningOptimization ModelsSimulation ModelsDiscreet-Event Predictive ModelingDigital Twin Manufacturing SimulationsLangChain frameworkModel fine-tuning techniquesRegressionClusteringNeural NetworksTransformer modelsAttention mechanismsLinear ProgrammingMixed Integer Programming
Soft Skills
TeamworkInterpersonal SkillsAnalysisPresentation SkillsProblem-solvingCommunication
Keywords for Your Resume
Operations ResearchAI Software EngineersSystem wide software solutionsMachine LearningDeep LearningOptimization ModelsSimulation ModelsDiscrete-Event Predictive ModelingDigital Twin Manufacturing SimulationsLangChain frameworkModel fine-tuningRegressionClusteringNeural networksTransformer modelsAttention mechanismsLinear programmingMixed integer programmingLangChainCPLEX
Deal Breakers
Lack of pursuit of Master's degree in relevant field, No experience with AI software solutions or modeling, Inability to work in hybrid mode in Phoenix, Arizona
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