Computer Vision Engineer

2 weeks ago


Warren, Michigan, United States Ventures Unlimited Inc Full time $80,000 - $140,000 per year

Position:- Computer Vision Engineer ,

Location:- Warren, MI ,

Duration:- Full Time Position,

Job Description:

  • Experiences classical image processing techniques for NDT (e.g., filtering, edge detection, thresholding)used in conjunction with ML
  • Experience with point cloud processing and 3D geometry analysis.
  • Understanding of industry standards and regulations (e.g., NADCAP, AS9100, ISO 9001) related to quality control and NDT processes.
  • Familiarity with robotics, PLCs, and industrial automation systems (e.g., Siemens, Fanuc).
  • AI Model Development: Design, train, and optimize deep learning models (e.g., 3D CNNs, Vision Transformers, U-Nets) for flaw detection, segmentation, and classification in 3D volumetric CT data and 2D X-ray images.
  • Algorithm Validation: Develop rigorous validation frameworks to measure model performance against expert NDT technician analysis. Ensure algorithms meet strict industry standards for precision and recall, particularly for critical defects.
  • Data Pipeline Architecture: Build robust data pipelines for ingesting, preprocessing, and augmenting large-scale volumetric CT data. Handle challenges like noise reduction, normalization, and material attenuation artifacts.
  • System Integration & Deployment: Work closely with automation and robotics engineers to integrate models into real-time production line inspection systems. Optimize models for high-speed inference and edge deployment.
  • Cross-Functional Collaboration: Partner with NDT Level II/III technicians to understand defectology and define accurate labelling protocols.
  • Work with mechanical and materials engineers to incorporate domain knowledge (e.g., material properties, expected stress points) into model design.
  • Continuous Improvement: Monitor model performance in production and implement active learning and data drift detection strategies to continuously improve system accuracy.


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