AI/ML Engineering Co-op: CNC, PINNs & Simulation

Parker Hannifin; Elyria (OH); On-site; USD 30,000 - 39,000; Part time

Job summary

Parker Hannifin is seeking an AI/ML Engineering Co-op to prototype AI/ML solutions for manufacturing automation and product development in Elyria, Ohio. You will build generative AI workflows to produce CNC outputs from CAD/CAM inputs and integrate physics-informed methods to improve model reliability.

The role requires on-site presence for at least two semesters, with coursework in ML/AI, CAD/CAM, FEA/CFD, and experience with Python and ML frameworks (PyTorch/TensorFlow).

Qualifications

• Master's student in AI/ML preferred, with a bachelor's in mechanical engineering.
• On-site candidate available for minimum of 2 semesters.
• Coursework or exposure in Machine Learning, Deep Learning, CAD/CAM, manufacturing processes, and numerical methods.
• Experience with Python and ML frameworks such as PyTorch or TensorFlow.
• Familiarity with Git, Docker, and cloud fundamentals (AWS/GCP/Azure).
• Familiar with CNC concepts and CAD tools, G-code, and toolpaths.
• Experience with Generative AI/LLMs, code generation, or transformer models.
• Experience with physics-constrained learning (PINNs) and MLOps, deployment, and testing.
• OCR/document understanding and Unity/VR app development or 3D visualization.

Responsibilities

• Prototype AI/ML solutions for manufacturing automation and product development.
• Develop generative-AI workflows to convert CAD/CAM inputs into CNC outputs.
• Incorporate physics-informed techniques (PINNs) into models for reliability.
• Build OCR/document ingestion pipelines and connect to downstream ML systems.
• Support Unity/VR visualizations and deliver demos, reports, and handoff-ready code.

Skills

Python

Machine Learning

Deep Learning

Git

Cloud fundamentals

Education

Master's student in AI/ML

Bachelor's in Mechanical Engineering

Tools

PyTorch

TensorFlow

Ansys

CAD tools

G-code

Docker

AWS/GCP/Azure

Job description

Parker Hannifin is seeking an AI/ML Engineering Co-op to prototype AI/ML solutions for manufacturing automation and product development in Elyria, Ohio. You will build generative AI workflows to produce CNC outputs from CAD/CAM inputs and integrate physics-informed methods to improve model reliability.

The role requires on-site presence for at least two semesters, with coursework in ML/AI, CAD/CAM, FEA/CFD, and experience with Python and ML frameworks (PyTorch/TensorFlow).