Lead Machine Learning Engineer - Computer Vision/Deep Learning

Overview

Designation : Lead ML Engineer

Experience : 6+ Years

Location : Ahmedabad ( Work from Office )

Key Skills & Responsibilities

• Strong foundation in image processing and computer vision fundamentals, including experience with OpenCV and NumPy
• Hands-on experience with computer vision architectures such as image classification, segmentation, and anomaly detection
• Proficiency in deep learning frameworks and networks, including CNNs and tools such as PyTorch and/or TensorFlow; familiarity with SAM 2 is a plus
• Experience in defect detection techniques, including texture analysis, anomaly detection, and segmentation approaches
• Ability to design and manage the end-to-end model lifecycle, including training, inference, monitoring, and retraining across cloud and edge environments
• Exposure to AWS services such as SageMaker, Lookout for Vision, Rekognition, Panorama, EC2, and S3 (nice to have)
• Understanding of camera calibration and the impact of lighting conditions on model performance (nice to have)
• Strong skills in model evaluation, validation, and error analysis
  
  

• Bachelors or masters degree in computer science, Engineering, Artificial Intelligence, or a related field
• 610+ years of experience in computer vision, machine learning, or deep learning, with demonstrated leadership responsibilities
• Experience deploying CV/ML models into production environments
  
  

(ref:hirist.tech)