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Computer Vision Data Annotation & Person Detection Specialist

Job Description - Computer Vision Data Annotation & Person Detection Specialist


 


We are seeking a detail-oriented Computer Vision Data Annotation & Person Detection Specialist to support the development of AI/ML-based computer vision solutions. The role involves preparing, annotating, validating, and managing large-scale image and video datasets used for training person detection and object recognition models. The ideal candidate will work closely with Machine Learning and Data Science teams to ensure high-quality training data, improve model performance, and maintain dataset integrity across various real-world scenarios.


 


Key Responsibilities


Computer Vision & Person Detection



  • Prepare and manage image and video datasets for training computer vision models focused on person detection and object recognition.

  • Perform accurate data annotation, image labeling, segmentation, and bounding box creation using annotation tools such as CVAT.

  • Validate annotated datasets and conduct quality assurance checks to ensure data accuracy and consistency.

  • Identify, analyze, and correct annotation errors to improve machine learning model performance.

  • Organize and maintain structured datasets across diverse environments, lighting conditions, camera angles, and operational scenarios.

  • Collaborate with Machine Learning Engineers, Data Scientists, and AI teams to support model training and evaluation activities.

  • Ensure compliance with data quality standards, annotation guidelines, and documentation requirements throughout the data lifecycle.

  • Support continuous improvement initiatives for camera-based surveillance, smart vision, and person detection systems.

  • Maintain dataset tracking, version control, and documentation for efficient project management.

  • Contribute to the optimization of annotation workflows and data preparation processes.


 


Required Skills & Qualifications



  • Bachelor's degree in Computer Science, Information Technology, Data Science, Artificial Intelligence, or a related field.

  • Experience working with computer vision datasets and annotation tools such as CVAT.

  • Understanding of Computer Vision concepts including:

    • Object Detection

    • Person Detection

    • Image Classification

    • Bounding Boxes

    • Image Annotation

    • Video Annotation



  • Knowledge of Machine Learning and Data Science fundamentals.

  • Proficiency in Python for data processing and automation tasks.

  • Strong attention to detail and commitment to data quality.

  • Ability to work effectively in cross-functional AI/ML development teams.


 


Preferred Skills



  • Experience with image segmentation, object tracking, or dataset augmentation.

  • Familiarity with deep learning frameworks and computer vision libraries.

  • Knowledge of surveillance systems, smart camera applications, or video analytics solutions.

  • Experience working with large-scale annotated datasets for AI model training.


 


Technical Skills



  • Python

  • Machine Learning (ML)

  • Computer Vision

  • Data Science

  • CVAT

  • Image & Video Annotation

  • Dataset Validation

  • Quality Assurance (QA)

  • Object Detection

  • Person Detection


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About the Company

Ametek, Inc.

AMETEK is a leading global provider of electronic instruments and electromechanical devices. We employ 18,500 colleagues in 30 countries around the world. At AMETEK, we believe that our strong core values - ethics, integrity, respect for the individual, diversity, teamwork and social responsibilit...

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