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Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates expertise in machine learning, robotics, and autonomous systems, with a strong focus on developing and evaluating AI technologies in simulated environments. Proficient in Python and familiar with various machine learning frameworks and robotics tools to create effective prototypes and solutions.
Highest-signal resume keywords
Python ProgrammingMachine Learning FrameworksReinforcement LearningRobotics ToolsVortex Studio
ATS Keywords
Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills
Machine LearningRoboticsAutonomous SystemsPrototypingSimulation DevelopmentImitation LearningInteractive LearningFoundation ModelsQuantitative EvaluationTechnical Problem Solving
Soft Skills
Excellent CommunicationCollaboration Skills
Tools & Technologies
PyTorchROSMuJoCoIsaac SimGymnasium
Industry Keywords
Embodied AIPhysics-Based SimulationSim-to-RealAutonomous VehiclesControl Loops
Tech Stack
Tools & technologiesPythonPyTorch
About the role
Key responsibilities & impact- Study and prototype AI or robotics approaches for controlling heavy equipment in realistic simulated environments
- Connect relevant machine learning, robotics, or embodied AI technologies to Vortex Studio
- Set up the experimental infrastructure required to evaluate these technologies
- Develop, adapt, or evaluate autonomous agents using demonstrations, reinforcement learning, foundation models, or other appropriate approaches
- Use demonstrations and feedback from experienced operators collected in CM Labs’ training simulators
- Build prototypes and quantitative evaluations to determine where simulation delivers the greatest value
- Clearly communicate experimental results, technical limitations, and recommendations for future product or research work
- Collaborate with software developers, simulation specialists, and subject-matter experts
- Contribute directly to the evolution of the Vortex Studio platform
Requirements
What you’ll need- Currently pursuing a master’s or doctoral degree in machine learning, robotics, computer science, or a related technical field
- Strong general software development skills, particularly in Python
- Ability to independently investigate technical problems and turn research ideas into working prototypes
- Interest in robotics, autonomous systems, embodied AI, or physics-based simulation
- Excellent communication and collaboration skills in English; French is an asset
- Experience with PyTorch or other machine learning frameworks
- Knowledge of VLMs, VLAs, or other foundation models for embodied agents
- Experience with imitation learning, reinforcement learning, or interactive learning from human feedback
- Familiarity with robotics tools or simulation platforms such as ROS, MuJoCo, Isaac Sim, or Gymnasium
- Experience with sim-to-real, robot learning, or the development of autonomous vehicles or equipment
- Familiarity with interactive simulation systems, including control loops, state management, sensors, and real-time environments
Benefits
Comp & perks- Paid internship
- 4- to 6-month term