Graduate Intern - Modeling and Data Science

Donaldson Company; BLOOMINGTON (MN); On-site; USD 40,000 - 44,000; Full time

Benefits offered by this job

401k

Paid time off

Employee assistance program

Job summary

Donaldson Company seeks a Modeling and Data Science Graduate Level Intern at our Bloomington, MN facility. You will own a defined technical project, build Python-based data workflows, and analyze simulation or lab datasets to support filtration research and product development.

Travel up to 5% may be required and you will gain hands-on experience in engineering, software, and AI-driven data solutions. The role emphasizes collaboration with engineers and data scientists, documentation of methods,

Qualifications

• Pursuing a graduate degree in a technical field with focus on data or modeling.
• Experience with Python for data analysis, ML, or scientific computing.
• Ability to document data workflows and communicate results clearly.

Responsibilities

• Own a scoped technical project from problem definition to final recommendations.
• Build Python-based workflows for data analysis and modeling.
• Prepare, clean, validate, and analyze simulation or lab datasets.
• Develop and test models or applications such as surrogates or parameterized workflows.
• Document architecture, methods, and assumptions for future work.

Skills

Python

Data science

Machine learning

Data engineering

CFD

SQL

Snowflake

Streamlit

Git

Education

Graduate degree

Data science degree

Tools

SQL

Snowflake

Streamlit

Git

CAD

Job description

Graduate Intern - Modeling and Data Science# Careers## Graduate Intern - Modeling and Data ScienceApply: Bloomington, MN (USA): Full time: Posted Yesterday: JR-28305Donaldson is committed to solving the world’s most complex filtration challenges. Together, we make cool things. As an established technology and innovation leader, we are continuously evolving to meet the filtration needs of our changing world. Join a culture of collaboration and innovation that matters and a chance to learn, effect change, and make meaningful contributions at work and in communities. The **Modeling and Data Science Graduate Level Intern** will help advance practical engineering and data solutions for filtration research and product development. Working with the Modeling and Data Science team, the graduate level intern will gain valuable hands-on experience at the intersection of engineering simulation, software development, data engineering, and data science by developing next-generation digital engineering capabilities that help accelerate innovation and product development at Donaldson.The Donaldson internship program provides innovative students with meaningful, hands-on experience in a collaborative industry environment. Through real-world projects, mentorship, and development opportunities, we aim to support career growth and build professional talent aligned with our values and goals. Qualified candidates must be able to work an on-site schedule at our **Bloomington, MN** facility.**Role 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. **Travel**: Up to 5%. **Minimum Qualifications:*** 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). **Preferred Qualifications:*** Graduate-level study or research experience in computational fluid dynamics, machine learning, scientific computing, or data engineering.* Experience or project work in any subset of these areas: + 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. **Relocation:** This position is not eligible for relocation assistance. **Hourly Pay Rate**: $29.00 - 32.00**,** depending on projected undergraduate graduation date, educational degree in progress and major of study upon time of hire. This position is overtime eligible as per state and federal regulations. Employee benefits are part of the total rewards package that Donaldson Company, Inc. provides to you. Our benefits program includes retirement plan (401k), paid time away – sick and safe time (MN only), and the employee assistance program. **Immigration Sponsorship Not Available:*** 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.).* Donaldson will not offer immigration sponsorship or assume sponsorship of an employment visa for this position.* International relocation or remote work arrangements outside of the U.S. will not be considered. Equal Opportunity Employer, including Disability and VeteransEmployment opportunities for positions in the United States may require use of information which is subject to the export control regulations of the United States. Hiring decisions for such positions are required by law to be made in compliance with these regulations. Applicants for employment opportunities in other countries must be able to meet the comparable export control requirements of that country and of the United States.Donaldson Company has been made aware that there are several recruiting scams that are targeting job seekers. These scams have attempted to solicit money for job applications and/or collect confidential information, Donaldson will never solicit money during the application or recruiting process. Donaldson only accepts online applications through our Careers | Donaldson Company, Inc. website and any communication from a Donaldson recruiter would be sent using a donaldson.com email address. If you have any questions about the legitimacy of an employment opportunity, please reach out to [e-mail] to verify that the communication is from Donaldson.Our policy is to provide equal employment opportunities to all qualified persons without regard to race, gender, color, disability, national origin, age, religion, union affiliation, sexual orientation, veteran status, citizenship, gender identity and/or expression, or other status protected by law.