Quality Assurance Engineer

6 days ago

Frederick, Maryland, United States TAMKO Full time
Job Description

TAMKO Building Products LLC is seeking a highly skilled Quality Assurance Engineer - Vision Expert to join our team. As a key member of our quality control department, you will be responsible for developing, managing, and sustaining traditional and AI computer/machine vision solutions to ensure the quality of building product materials.


Key Responsibilities:
  • Develop and implement vision algorithms and AI models for inspection tasks in a manufacturing environment.
  • Collect and preprocess diverse image datasets necessary for training robust vision models.
  • Oversee and execute the cleaning and preprocessing of image data to ensure high-quality inputs for model training.
  • Develop and maintain preprocessing pipelines that enhance data usability and model performance.
  • Implement data and sensor fusion techniques to integrate additional sensors into vision algorithms where appropriate.
  • Continuously evaluate and refine existing models based on new data or feedback to enhance performance and reliability.
  • Design validation tests to ensure models perform as expected under various conditions.
  • Document and recommend vision best practices.
  • Stay up-to-date with the latest developments in computer vision to propose and experiment with new techniques that could improve system performance.

Requirements:
  • Bachelor's Degree in Computer Science, Computer Vision, Machine Learning, or related fields with a minimum of 3 years of relevant industrial experience.
  • Strong programming skills in Python, C, C++, or other relevant programming languages.
  • Experience with machine learning frameworks.
  • Experience with computer vision models.
  • Experience in handling and processing large datasets, especially image data.
  • Knowledge of data augmentation techniques and understanding of different image formats.
  • Experience in integrating AI models into larger systems.
  • Familiarity with containerization technologies.

Preferred Qualifications:
  • Experience in deploying vision defect detection in manufacturing industries.
  • Advanced degrees (Master's or PhD) in fields related to computer vision or machine learning.
  • Experience with SQL.
  • Experience with CUDA libraries.
  • Experience with commercial vision software packages.
  • Experience with statistical testing and/or conducting measurement system analysis.
  • Experience with edge computing devices for deploying vision models in a low-latency environment.
  • Experience in nondestructive testing.
  • Experience with project management, especially agile.
  • Experience with creating standardized training documents.

This job requires a highly skilled individual who is passionate about quality assurance and computer vision. If you are a motivated and detail-oriented engineer with a strong background in machine learning and computer vision, we encourage you to apply for this exciting opportunity.

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