Computer Vision Data Annotation & Person Detection Specialist

Bangalore · On-site

About this role

 

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

Company at a glance

AMETEK, Inc. is a leading global provider of industrial technology solutions serving a diverse set of attractive niche markets with annual sales of approximately $7.5 billion.

AMETEK is a leading global provider of industrial technology solutions with approximately 22,500 colleagues across our global network of operating, sales, service, and support locations in 34 countries around the world. Our mission is to solve our customers' most complex challenges with differentiated technology solutions.

The AMETEK Growth Model is embedded within our culture and is made up of our four growth strategies – Operational Excellence, Technology Innovation, Global and Market Expansion, and Strategic Acquisitions. These growth strategies are complemented by a disciplined focus on cash generation, capital deployment, and talent development. Each element of our Growth Model reinforces the others, creating a powerful and scalable platform to drive long-term, sustainable growth.

AMETEK consists of two operating groups, both with highly differentiated technology and leading positions in niche markets:

  • Electronic Instruments Group (EIG) – a leader in the design and manufacturing of advanced analytical, test and measurement instrumentation for aerospace, medical, power, energy, research and industrial markets.
  • Electromechanical Group (EMG) – a leader in the design and manufacturing of highly engineered medical components and devices, automation solutions, thermal management systems, specialty metals and electrical interconnects.
Founded1930
Team Size10,001+ employees
WorkspaceOn-site
IndustryManufacturing
Location
Bangalore East, Karnataka, India

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