Senior Ai/ml Engineer - Simulation

Maersk

Multiple Locations
On-site
Core python oop, data structures, algorithms
Pandas, numpy for data manipulation
Rest apis and sql for data ingestion
Maersk is seeking a Senior AI/ML Engineer specializing in Digital Twin Simulation and Network Optimization. The role involves developing simulation models and optimization solutions to enhance logistics and resource allocation, requiring strong expertise in Python, data manipulation, and discrete-event simulation

Job Summary

  • Design and implement simulation models and optimization solutions to enhance warehouse logistics, resource allocation, and network efficiency.
  • Develop and maintain digital twin simulations for warehouse and logistics systems, modeling system states, events, and resource interactions.
  • Analyze simulation outputs to pinpoint inefficiencies and recommend actionable improvements.

Matching Summary

Match Score: 85

Maersk is seeking a Senior AI/ML Engineer specializing in Digital Twin Simulation and Network Optimization. The role involves developing simulation models and optimization solutions to enhance logistics and resource allocation, requiring strong expertise in Python, data manipulation, and discrete-event simulation.

Skills & Requirements

Must-have

  • Core Python OOP, data structures, algorithms
  • pandas, NumPy for data manipulation
  • REST APIs and SQL for data ingestion
  • Discrete-event simulation with SimPy
  • Operations research and optimization libraries
  • NetworkX for graph analytics
  • Git with CI/CD pipelines
  • Docker containerization
  • Flask or FastAPI for API development
  • Matplotlib, Seaborn, or Plotly for visualization

Nice-to-have

  • Advanced routing and heuristics
  • Commercial solvers like Gurobi or CPLEX
  • ML-enhanced simulations
  • Agent-based modeling
  • Real-time data processing with Kafka
  • Geospatial processing with GeoPandas
  • Interactive dashboards with Dash or Streamlit
  • 3D visualization with pyvista

Key Requirements

  • Python programming experience
  • Simulation modeling expertise
  • Optimization techniques knowledge
  • Experience with data manipulation and numerical computing
  • Familiarity with DevOps and version control

Work Rights

Not specified

Tailored Resume

Cover Letter