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Donaldson
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October 30, 2026
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Graduate Intern - Modeling and Data Science

Bloomington, MN
Internship
Onsite
$29/hr - $32/hr
Intern
Donaldson is hiring a graduate-level intern to advance practical engineering and data solutions for filtration research and product development. The role develops digital engineering capabilities across simulation, software development, data engineering, and data science to accelerate innovation and product development.

Responsibilities

  • Own a scoped technical project from problem definition to development and final recommendations
  • Build and evaluate Python-based engineering or data-science workflows using version-controlled, reproducible methods
  • Prepare, clean, validate, and analyze simulation or laboratory datasets; document data quality issues and assumptions
  • Develop and test models or applications such as deep-learning surrogates, reduced-order models, data-ingestion tools, or parameterized geometry workflows
  • Develop a parameterized geometry workflow for simulation setup, simulation execution, and results evaluation
  • Compare simulation results, laboratory results, or baseline engineering methods using appropriate technical metrics or baseline engineering methods
  • Collaborate with simulation engineers, data scientists, and subject-matter experts to interpret practical requirements
  • Document architecture, methods, assumptions, and recommended next steps so the work can be extended after the internship
  • Provide progress updates, incorporate technical feedback, and communicate findings to both technical and non-technical stakeholders
  • Follow Donaldson requirements for data access and security

Qualification

Required

  • Currently pursuing a graduate degree in mechanical engineering, aerospace engineering, computer science, data science, data engineering, applied mathematics, or a related technical field
  • Coursework or project experience using Python for data analysis, numerical methods, machine learning, scientific computing, or application development
  • Experience working with technical datasets and communicating methods and results through written documentation or presentations
  • Must be U.S. persons (U.S. Citizen, U.S. Permanent Resident (i.e., 'Green Card Holder'), Political Asylee, or Refugee)
  • Applicants for this position must be currently and legally authorized to work in the United States without the need for current or future sponsorship (e.g., H-1B, J-1, F-1, CPT, OPT, etc.)

Preferred

  • Graduate-level study or research experience in computational fluid dynamics, machine learning, scientific computing, or data engineering
  • Deep-learning methods for spatial or high-dimensional data, including designing neural networks architectures and training models using structured datasets
  • CFD software and flow-field data, including pressure, velocity, pressure-drop, or particle-transport results
  • Reduced-order modeling, surrogate modeling, regression, validation, uncertainty analysis, or model performance metrics
  • Experience with SQL, Snowflake or another cloud data warehouse, Streamlit, data validation, and layered data pipelines
  • CAD, parameterizing geometry, 3D scanning, or scan-to-CAD workflows
  • Familiarity with Git, software architecture, or AI-assisted development tools such as GitHub Copilot
  • Ability to gather requirements from engineers or laboratory users and convert them into a clear technical scope
  • Strong problem-solving, technical communication, collaboration, and ability to work through an open-ended development problem

Benefits

  • Retirement plan (401k)
  • Paid time away – sick and safe time (MN only)
  • Employee assistance program
Donaldson Company helps solve some of the world's most complex filtration and contamination control challenges.
Glassdoor
Founded in 1915
Bloomington, Minnesota, USA
10001+ employees
http://donaldson.com
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