Machine Learning Engineer
Core
Apply advanced mathematical modeling, statistical analysis, and optimization algorithms to solve complex manufacturing challenges, directly impacting factory throughput, supply chain strategies, and cost-reduction initiatives.
Role type
Machine Learning/Operations Research Engineer (Manufacturing Optimization)
Builds
Mathematical models for capacity, yield, cycle times, and cost optimization; simulation models acting as digital twins of assembly lines.
Domain
Manufacturing / Operations Research / Supply Chain
Deliverable
production ML models
Required skills
Mathematical modeling, statistical analysis, optimization algorithms, simulation modeling, data fusion, machine learning
Preferred skills
GenAI application building, LLM/LMM development and fine-tuning, distributed computing, cloud infrastructure orchestration
Technologies
Gurobi, CPLEX, CP-SAT, Pyomo, GAMS, Arena, FlexSim, SimPy, AnyLogic, PyTorch, Scikit-learn, Kubernetes, Apache Airflow, Docker, Conductor, Ray
