Edge AI Computer Vision Engineer for Agriculture

AGCO Corporation; Tremont (IL); On-site; USD 111,000 - 205,000; Full time

Benefits offered by this job

Health care

Dental and vision plans

401(k) Savings Plan with company match

Employee Stock Purchase Plan offering

Paid holidays and paid time off

Health savings and flexible spending

Reimbursement for continuing education

Life insurance

Job summary

AGCO Corporation in Tremont, IL seeks a Computer Vision Engineer to join our product development team, developing and optimizing computer vision software for on‑equipment and in‑field products.

You will research CV algorithms, analyze data, optimize optics, and implement ML‑based detection for real‑time edge embedded electronics in agriculture technology. Collaboration with a skilled team is essential.

Qualifications

• Bachelor’s in CS/CE/EE or related field or equivalent experience.
• Proficiency in C++ and Python (OpenCV, Numpy, Matplotlib).
• Experience cross-compiling and optimizing CV/ML on embedded Linux (NVIDIA Jetson).
• Familiarity with ML packages (Sklearn, TensorFlow, PyTorch).
• Hands-on with BSPs, kernel customization, Yocto images, and board interfaces.
• CV concepts: camera calibration, lens distortion, feature extraction, optical flow, tracking.
• Strong independence, attention to detail, and teamwork.
• Authorized to work in the U.S.

Responsibilities

• Develop and optimize computer vision software and edge AI for on‑equipment products.
• Research CV algorithms, analyze data, and perform optics optimization.
• Test and verify solutions in real‑world field conditions with customers.
• Apply classical CV and ML‑based detection for real‑time embedded systems in agriculture.

Skills

C++

Python

OpenCV

Numpy

Matplotlib

Embedded Linux

NVIDIA Jetson

Yocto

Kernel customization

Camera calibration

Lens distortion

Feature extraction

Optical flow

Multi-frame tracking

Cross-compiling

Real-time edge computing

Education

Bachelor’s degree in Computer Science/Computer Engineering/Electrical Engineering or equivalent

Tools

Sklearn

TensorFlow

PyTorch

BSPs

Yocto images

Job description

AGCO Corporation in Tremont, IL seeks a Computer Vision Engineer to join our product development team, developing and optimizing computer vision software for on‑equipment and in‑field products.

You will research CV algorithms, analyze data, optimize optics, and implement ML‑based detection for real‑time edge embedded electronics in agriculture technology. Collaboration with a skilled team is essential.