General Atomics

Machine Learning and Control Scientist

General Atomics

25500 E Ave R8, Palmdale, CA 93591, USA
Full-TimeDepends on ExperienceMid-LevelBachelors
Job Description

Design and develop machine learning and statistical inference models for control and operations optimization. Create sophisticated visualization, training, optimization, evaluation, and deployment pipelines using complex scientific data. Model physical and electronic systems for system optimization, control design, analysis, and simulation, including system identification through classical and machine learning methods. Design and deploy operational solutions applying machine learning models and control algorithms, for fusion and beyond. Disseminate work in recognized scientific journal publications, presentation at national and international level, pursuit of research projects, and collaborative work with and support of the wider DIII-D team in the above topic areas.

Where is this job?
This job is located at 25500 E Ave R8, Palmdale, CA 93591, USA
Job Qualifications
  • 5+ years of related experience

  • Extensive knowledge of machine learning techniques/algorithms (e.g. neural networks, random forests) and their statistical underpinnings.

  • Experience working in a Linux-based environment.

  • Source control proficiency using Git.

  • Experience with Bayesian optimization and experimental design.

  • Experience with existing plasma analysis, simulation, and modeling tools such as TSC, Corsica, TRANSP, EFIT.

Required Skills
  • Python

  • C++

  • Scikit-learn

  • C Programming

  • Pytorch

  • MATLAB/Simulink

  • Time Management Skills

  • Tensorflow/Keras

  • Bayesian Optimization

Soft Skills
  • Adaptability

  • Problem-solving and resourcefulness

  • Detail Oriented and Organized

  • Multi-tasking

  • Verbal and Written Communication

  • Driven for excellence

Compensation

According to JobzMall, the average salary range for a Machine Learning and Control Scientist in 25500 E Ave R8, Palmdale, CA 93591, USA is $76,000-$106,000. The salary range depends on the experience and education level of the applicant.

Additional Information
General Atomics is an Equal Opportunity Employer. We celebrate diversity and are committed to creating an inclusive environment for all employees. We do not discriminate based upon race, religion, color, national origin, sex, sexual orientation, gender identity, age, status as a protected veteran, status as an individual with a disability, or other applicable legally protected characteristics.
Required LanguagesEnglish
Job PostedMarch 14th, 2022
Apply BeforeJuly 20th, 2025
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About General Atomics

General Atomics is an American energy and defense corporation headquartered in San Diego, California, specializing in research and technology development.

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