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$109k – $240k per year (Estimated)
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Remote (United States)
Employment
Contractor

First seen by Alion on Sep 23, 2026.

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0 About us At 24-MAG, we believe that behind every successful B2B organization lies a robust commercial engine — one defined by clarity, structure, and disciplined execution.

This a Full Remote job, the offer is available from: New York (USA)

We are sharing a specialised consulting opportunity for experienced Control System Engineers with strong expertise in PID control, plant modelling, controller design, Python-based control development, and real-system deployment to contribute to an advanced AI training and engineering-evaluation project.

Selected professionals will design and evaluate controllers for physical systems, build and validate plant models, implement control algorithms using open-source technical stacks, and apply practical engineering judgement to real-world control scenarios. No prior experience in AI is required.

Key Responsibilities

Controller Design & Tuning

  • Design and tune PID controllers for physical systems

  • Apply modern control methods such as LQR, MPC, or Kalman filtering

  • Select control strategies appropriate to system dynamics and performance requirements

  • Evaluate stability, responsiveness, robustness, and real-world operating behaviour

  • Refine controller parameters based on measured system performance

Plant Modelling & System Identification

  • Develop plant models from first principles and empirical system data

  • Apply state-space and transfer-function modelling techniques

  • Validate mathematical models against real-world measurements

  • Identify modelling assumptions, uncertainties, and performance limitations

  • Refine models as additional system data becomes available

Control Software & Technical Implementation

  • Implement control algorithms in Python using open-source engineering libraries

  • Work with tools such as python-control, SciPy, CasADi, do-mpc, Julia ControlSystems, or OpenModelica

  • Debug and validate control code across realistic engineering scenarios

  • Translate mathematical control strategies into reliable technical implementations

  • Maintain clear and reproducible control-development workflows

Real-System Deployment & Performance Analysis

  • Deploy and evaluate controllers on robotics, drones, automotive, industrial, or comparable physical systems

  • Analyse system behaviour under realistic operating conditions

  • Identify performance limitations, instability, or unexpected responses

  • Iterate on controller and model design to improve real-world operation

  • Apply practical judgement beyond simulation-only results

Engineering Evaluation & Collaboration

  • Document control strategies, engineering decisions, and technical assumptions clearly

  • Provide structured feedback on control-system designs and outputs

  • Review engineering approaches for technical accuracy and practical feasibility

  • Collaborate remotely with interdisciplinary technical contributors

  • Contribute domain expertise to AI training and engineering-evaluation workflows

Ideal Profile

  • Bachelor's degree or higher in Control, Electrical, Mechanical, Mechatronics, Aerospace Engineering, or a closely related field

  • 5+ years of post-degree hands-on controller-design experience

  • Proven experience deploying control systems on real hardware rather than simulation-only environments

  • Strong practical expertise with PID control

  • Experience implementing at least one modern control approach such as LQR, MPC, or Kalman filtering

  • Strong plant-modelling skills using first-principles and data-driven methods

  • Experience with state-space and transfer-function techniques

  • Fluency in Python for control development, debugging, and validation

  • Familiarity with open-source control and optimisation tools

  • Strong system-performance analysis and troubleshooting ability

  • Excellent written and verbal English communication skills

  • Master's or PhD-level training is advantageous

  • Experience with CasADi, do-mpc, Modelica/OpenModelica, Julia, system identification, embedded C/C++, ROS, or nonlinear, robust, or adaptive control is beneficial

  • Publications or open-source contributions in relevant technical areas are also valuable

  • No prior AI-training or model-evaluation experience is required

Engagement Details

  • Independent contractor engagement

  • Fully remote

  • Compensation: $30-$50/hour

  • Work will involve controller design, PID tuning, plant modelling, real-system deployment, Python-based control development, and technical evaluation

  • Strong hands-on experience deploying controllers to physical systems is central to this engagement

  • Assignments may involve robotics, drones, automotive platforms, industrial hardware, or comparable dynamic systems

  • Technical environments may include Python control libraries, optimisation frameworks, Modelica tools, Julia, ROS, or embedded systems

  • Project scope, workload, control scenarios, and evaluation standards may evolve depending on project requirements

  • Work must be completed without using confidential or proprietary information belonging to any employer, client, institution, or other third party

About the Platform

This opportunity is available through 24-MAG LLC. We connect experienced professionals with remote consulting opportunities across technical, evaluation, and project-based workstreams.

By submitting this application, you acknowledge that your information may be processed by 24-MAG LLC for recruitment and opportunity matching in accordance with our Privacy Policy: https://www.24-mag.com/privacy-policy

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