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Analytical Mechanics Associates (AMA)

Graduate Research Scientist intern

RemoteUnited States, Jersey only
Published
Role
Research
$27.69–$33.85/hr
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Open to US, JE only. Set where you work from to check your eligibility.

No BS summary

Graduate-level research scientist intern for cryospheric remote-sensing work supporting NASA LaRC. Needs a Physics, Atmospheric Science, or related bachelor's degree, strong Python/NumPy/SciPy, ML library experience, radiative transfer modeling, and ability to work with large scientific datasets. Remote option is tied to New Jersey/US signals.

Core skills

PythonMachine LearningRadiative Transfer Modeling

Required skills

NumPySciPyPyTorch/TensorFlowAccuRT/libRadtran/SCIATRAN/VLIDORT

What you'll do

  • Conduct a feasibility analysis for a passive multi‑angle polarimeter designed to retrieve sea ice albedo and related cryospheric variables.
  • Extend the published RTM‑SciML framework (Zhou et al., 2023, 2025) to incorporate polarized radiance and dense angular sampling.
  • Produce a synthetic training dataset of top‑of‑atmosphere Stokes vectors using a vector radiative transfer model across representative sea ice surface conditions.
  • Train and evaluate ML models to retrieve broadband shortwave albedo and melt pond fraction.
  • Quantify retrieval performance across spectral, angular, and polarimetric configurations using held‑out synthetic test data.
  • Document trade‑offs between spectral range, angular sampling, and polarimetric capability.
  • Deliver recommendations for multi‑angle polarimeter instrument design.
  • Prepare clear documentation, written reports, and oral presentations summarizing methods and findings.

What they require

  • Bachelor’s in Physics, Atmospheric Science, or a related field.
  • Strong Python skills, including NumPy and SciPy.
  • Experience with a machine learning library such as PyTorch or TensorFlow.
  • Ability to work with large multi‑dimensional scientific datasets.
  • Experience with radiative transfer modeling; familiarity with vector RT codes such as AccuRT, libRadtran, SCIATRAN, or VLIDORT.
  • Ability to work independently and document code and methodology clearly.
  • Strong written and oral communication skills.
  • Preferred: Background in atmospheric or cryospheric remote sensing.
  • Preferred: Experience or coursework related to optical instrument design or polarimetry.
  • Preferred: Familiarity with polarimetric measurements and their applications.
  • Preferred: Interest in contributing to a peer‑reviewed publication.
  • Preferred: Enthusiasm for instrument concept development for current and future Earth‑observing missions.

Benefits

  • Remote work is an option.
  • Competitive salaries
  • Paid personal and federally recognized holiday leave
  • Salary deferrals into a 401(k)-matching plan with immediate vesting
  • Tuition reimbursement
  • Short/long term disability plans
  • A variety of medical, dental, and vision insurance options
  • Professional growth
  • A work environment that is engaging, collaborative, and supportive

Analytical Mechanics Associates (AMA) is a small business headquartered in Hampton, VA, with operations in Greenbelt, MD; Huntsville, AL; Dallas and Houston, TX; Denver, CO; Mountain View, CA; and Edwards Air Force Base, CA. Specializes in aerospace engineering, science, analytics, information technology, and visualization solutions. Over 60 years of experience.

🇺🇸 United StatesAerospaceMid-size
$27.69–$33.85/hr