Autonomous Fleet Optimization Engineer

Hyundai Motor Group Innovation Center Singapore (HMGICS); Singapore; On-site; SGD 120,000 - 180,000; Full time

Job summary

Hyundai Motor Group Innovation Center Singapore seeks a Robotics Software Engineer specializing in Fleet Management Algorithms to design optimization, scheduling, routing, and simulation for large-scale AMR fleets in production environments.

You will research algorithms, run large-scale experiments, and integrate production systems to enhance efficiency, scalability, and robustness of fleet operations across logistics and manufacturing contexts.

Qualifications

• Master's or Ph.D. in CS, Robotics, OR, or Electrical Engineering.
• Strong background in algorithms, optimization, and operations research.
• Experience with multi-agent systems, path planning, or fleet management.
• Experience building simulation environments and experimentation frameworks.

Responsibilities

• Design and implement algorithms for robotic fleet management, including task allocation and routing.
• Develop strategies for multi-robot coordination and dynamic mission dispatching.
• Build and maintain simulation and testing environments to evaluate strategies.
• Analyze telemetry and logs to identify bottlenecks and drive improvements.
• Develop scalable software components that integrate with robotic systems using modern frameworks.
• Collaborate with cross-functional teams to ensure reliable deployment and operations.

Skills

Python

C++

Fleet management

Optimization

Scheduling

Multi-agent systems

ROS2

REST APIs

MQTT

Data analysis

Simulation

Education

Master's or Ph.D. in CS/Robotics/OR/EE

Tools

Python

C++

ROS2

REST APIs

MQTT

Job description

Hyundai Motor Group Innovation Center Singapore seeks a Robotics Software Engineer specializing in Fleet Management Algorithms to design optimization, scheduling, routing, and simulation for large-scale AMR fleets in production environments.

You will research algorithms, run large-scale experiments, and integrate production systems to enhance efficiency, scalability, and robustness of fleet operations across logistics and manufacturing contexts.