RL/ML Intern Space Mobility R&D

2 weeks ago


Irvine, United States Turion Space Full time
Turion Space is seeking a talented RL/ML intern (and space enthusiast) to apply a blend of engineering, mathematics, and physics to find and implement solutions to interesting problems in the space domain. Under guidance of our engineers, interns will work as part of a small team to deeply explore, optimize, and deploy in-house machine learning applications. The intern will take ownership over the entire machine learning software development process: conducting literature review, problem formulation, solution proposition, implementation, and validation of solution. The intern will aid in developing the ML pipeline for deployment.  Key Responsibilities
  • Conduct literature review of algorithms for challenging space-based applications 
  • Optimize the runtime performance of existing implementations via code optimization, Jax, PyTorch, Tensorflow, parallelization, etc. 
  • Develop automated data generation pipelines for continuous refinement of in-house ML models 
  • Collaborate with senior ML engineers to conduct data exploration, feature engineering, and validation of currently existing models 
  • Contribute to team discussions, providing insight and feedback to collectively drive innovation across several related projects 
  • Work well in a fast-paced collaborative team environment 
  • Write high-quality technical documentation  
Preferred Skills and Experience
  • Experience related to prototyping and maturing RL/ML models and the corresponding data generation pipelines 
  • Experience with one or more of the following: orbital mechanics, uncertainty quantification, numerical optimization methods, Kalman filters, HPC, and parallel computing  
  • Strong mathematical background in linear algebra, probability, numerical/statistical analysis, and/or robotics/control 
  • Ability to work autonomously and search for solutions with minimal direct supervision


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