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Parallel Systems

Sells automated battery-electric rail vehicles

Senior Controls Engineer

Controls & Automation EngineeringConfirmed live in the last 24 hours
Full-timeLos Angeles, CA, USA$175k - $215kIn-person

About the Job

Requirements

  • A bachelor's or master's degree in Electrical Engineering, Mechanical Engineering, Software Engineering, Mathematics, or a related field.
  • At least 5 years of experience developing control software for physical systems, including substantial time spent in modeling and simulation.
  • Strong understanding of control theory, including PID, state-space, observers, system dynamics, and system identification.
  • Proficiency in C/C++, Python, or similar languages used in simulation and embedded systems development.
  • Proficiency with modeling and simulation tools such as MATLAB/Simulink, Isaac Sim, or equivalent Python-based frameworks, and with MIL, SIL, and HIL testing workflows.

Responsibilities

  • Develop and maintain plant models of vehicle dynamics, powertrain, and braking systems, and use them to analyze, simulate, and tune controllers in tools such as MATLAB/Simulink or Python.
  • Design and implement control algorithms for vehicle systems, validating them in simulation before deployment to embedded targets.
  • Build and own simulation infrastructure, including model-in-the-loop (MIL), hardware-out-of-the-loop (HOOTL), and hardware-in-the-loop (HITL) environments, used to verify control software ahead of vehicle testing.
  • Use modeling and simulation to derive sensor and actuator requirements that meet system performance needs.
  • Correlate simulation results against test and field data to validate and improve model fidelity.
  • Support system integration and vehicle testing, using simulation to reproduce and debug issues observed on hardware.
  • Ensure high reliability, safety, and performance in all control software implementations.
  • Define requirements and an architecture for the platooning simulation suite, run existing code, and develop a feature roadmap to achieve the project's analysis goals.
  • Implement a simulation MVP, run real test cases, evaluate baseline assumptions of the platooning model, and identify controls-stack improvements to achieve better performance.
  • Use HOOTL simulation to drive performance upgrades in the controls stack, implement onboard features required for real-world testing, and run a test campaign using real vehicles to validate model outputs and ground the software stack.

Desired Qualifications

  • Experience building simulation infrastructure, digital twins, or automated simulation-based regression testing for control software.
  • Experience with distributed or multi-agent control, including string stability, cooperative adaptive cruise control (CACC), or similar approaches.
  • Experience with state estimation, including Kalman filtering and sensor fusion, and system identification from field data.
  • Experience with robust control or hybrid systems combining continuous dynamics with discrete events such as contact and impact.
  • Experience with NVIDIA Isaac Sim, Omniverse, or similar simulators such as Gazebo, MuJoCo, or Drake.
  • Familiarity with embedded platforms such as ARM Cortex, DSPs, or RTOS-based systems.
  • Exposure to the automotive, aerospace, or robotics industries.
  • Experience developing with Rust, especially on embedded platforms.
  • Experience modeling and simulating vehicle dynamics, braking systems, electric powertrains, or sensor fusion.
  • Prior ownership of a controls project from modeling and simulation through implementation, testing, and deployment.

About the Company

Parallel Systems

Sells automated battery-electric rail vehicles

MoveParallel.com focuses on rail freight. It sells automated, battery-electric freight rail vehicles and integration tools to railroads, enabling them to move freight from trucking to rail on corridors under 1,000 miles. The system combines an autonomous/automated vehicle with software and services to integrate into existing railroad operations, and it may include ongoing maintenance contracts and consulting. Compared with traditional rail or trucking, the company targets shorter-haul routes and aims to expand railroad markets by offering a flexible, cleaner transportation option that reduces carbon emissions. The goal is to convert more freight to rail for shorter distances, improving efficiency and sustainability in freight movement.

Company size
51-200
Company stage
Series C
Total funding
$191.2M
Headquarters
Los Angeles, CA
Founded
2020

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