Senior Ai/ml Engineer - Simulation

A.P. Moller - Maersk

Multiple Locations
Core python oop, data structures, algorithms
Data manipulation & numerical computing with pandas, numpy
Discrete-event simulation with simpy
Develop and maintain digital twin simulations for warehouse and logistics systems, modeling system states, events, and resource interactions

Job Summary

  • Develop and maintain digital twin simulations for warehouse and logistics systems, modeling system states, events, and resource interactions.
  • Create and optimize network models to improve flow, resource allocation, and operational performance.
  • Collaborate with stakeholders to integrate simulation and optimization solutions into existing workflows.

Matching Summary

Develop and maintain digital twin simulations for warehouse and logistics systems, modeling system states, events, and resource interactions.

Skills & Requirements

Must-have

  • Core Python OOP, data structures, algorithms
  • Data Manipulation & Numerical Computing with pandas, NumPy
  • Discrete-Event Simulation with SimPy
  • Operations Research & Optimization with Python libraries
  • Graph Analytics with NetworkX
  • DevOps & Version Control with Git, CI/CD, Docker
  • API Development with Flask or FastAPI

Nice-to-have

  • Advanced Routing & Heuristics for VRP variants
  • Commercial Solvers like Gurobi or CPLEX
  • ML-Enhanced Simulations with scikit-learn
  • Streaming & IoT with Kafka and MQTT
  • Geospatial Processing & Visualization with GeoPandas
  • Interactive Dashboards with Dash or Streamlit
  • 3D Visualization with pyvista or vedo

Key Requirements

  • Must-Have Technical Skills
  • Nice-to-Have Technical Skills

Work Rights

Not specified

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