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Sandia National Laboratories
Postdoctoral Appointee - Knowledge Driven Analytics (Onsite)Sandia National Laboratories • Livermore, CA, USA
Postdoctoral Appointee - Knowledge Driven Analytics (Onsite)

Postdoctoral Appointee - Knowledge Driven Analytics (Onsite)

Sandia National Laboratories • Livermore, CA, USA
30+ days ago
Salary
$104,900.00 yearly
Job type
  • Full-time
Job description

What Your Job Will Be Like:

We are seeking a hardworking and dedicated Postdoctoral Appointee to work at the interface between physics- and process based predictive models and large spectral/temporal datasets, to include hyperspectral datacubes as well as persistently collected streams of multi-sensor electromagnetic, infrasound, and seismo-acoustic data. Model driven efforts will include predicting signal source terms, the processes governing them, and their subsequent propagation to deployed sensors, while data driven efforts will include both unsupervised and supervised machine learning approaches to extract interpretable signatures from multiple sensing modalities. Our current research activities include the modeling of hyperspectral chemical signatures and the integration of physics-based models into process digital twins.

On any given day, you may be called on to:

  • Perform self-directed analysis on provided data sets
  • Present/share results at team meetings with senior staff
  • Represent Sandia efforts at multi-lab collaboration meetings
  • Create publications and present results at conferences/workshops

The Postdoctoral Appointee works onsite in California. The salary is set for this position at $104,900 annually.

Qualifications We Require:

  • PhD in Engineering, Chemistry, Physics, Applied Mathematics or related field
  • Ability to obtain and maintain a DOE Q-level security clearance

Qualifications We Desire:

  • Proven experience in computational modeling/simulation
  • Experience in unsupervised/supervised learning
  • Proven experience in electromagnetic modeling/simulation
  • Python programming
  • Parallel computing
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Postdoctoral Appointee - Knowledge Driven Analytics (Onsite) • Livermore, CA, USA

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