Demo

Computer Vision Engineer

Guided Search Partners
Montrose, MN Full Time
POSTED ON 12/15/2025
AVAILABLE BEFORE 1/13/2026

We are seeking a
Computer Vision Engineer
with hands-on experience in
PyTorch
and
TensorFlow
to design, develop, and deploy deep learning–based vision systems for manufacturing automation. The ideal candidate will apply AI and image processing to improve product quality, automate inspections, and enhance process efficiency across the production floor.

Key Responsibilities

  • Design and train deep learning models
    using
    PyTorch
    and/or
    TensorFlow
    for tasks such as defect detection, surface inspection, object localization, and classification.
  • Build and optimize computer vision pipelines
    , including image preprocessing, data augmentation, and real-time inference.
  • Integrate AI models
    with industrial systems—robotic cells, PLCs, and camera networks—for automated inspection and guidance.
  • Deploy trained models
    to edge computing platforms (e.g., NVIDIA Jetson, Intel OpenVINO, or ONNX Runtime) for real-time inference.
  • Collect, label, and manage datasets
    from production lines to improve model robustness and accuracy.
  • Collaborate with automation, quality, and process engineering teams
    to define system requirements and deploy vision solutions in manufacturing environments.
  • Monitor and maintain deployed models
    , implementing retraining and continuous improvement cycles.
  • Research emerging techniques
    in computer vision and deep learning, staying current with innovations in PyTorch, TensorFlow, and model optimization.

Required Qualifications

  • Bachelor's or Master's degree in Computer Science, Electrical/Mechanical Engineering, Robotics, or related field.
  • 2 years of hands-on experience
    with
    PyTorch
    and/or
    TensorFlow
    for computer vision applications.
  • Strong understanding of
    CNNs, Vision Transformers, object detection models
    (e.g., YOLO, Faster R-CNN, SSD), and
    segmentation networks
    (e.g., U-Net, Mask R-CNN).
  • Proficiency in
    Python
    and familiarity with supporting libraries:
    OpenCV, NumPy, scikit-learn, Pandas, Matplotlib
    .
  • Experience deploying and optimizing models for
    real-time inference
    in
    manufacturing or industrial environments
    .
  • Understanding of
    camera calibration, lighting, optics, and image acquisition systems
    .
  • Familiarity with
    version control (Git)
    ,
    Docker
    , and
    Linux environments
    .

Preferred Qualifications

  • Experience with
    3D vision
    ,
    depth cameras
    , or
    LiDAR
    for dimensional inspection.
  • Experience integrating models with
    C
    or
    industrial vision platforms
    (Cognex, Keyence, Basler).
  • Familiarity with
    ONNX
    ,
    TensorRT
    , or
    OpenVINO
    for model conversion and acceleration.
  • Knowledge of
    MLOps
    workflows for model deployment and monitoring.
  • Experience in
    Industry 4.0
    ,
    predictive maintenance
    , or
    smart manufacturing
    applications.

Salary.com Estimation for Computer Vision Engineer in Montrose, MN
$92,551 to $115,621
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