Machine Vision Engineer

Responsibilities:

Strong experience with MVTec HALCON and development of any kind of machine vision application.

• Build computer vision end to end pipeline from image data preprocessing, data ingestion, data filtering to imaging model development, deployment, and monitoring
• Stitching imagery to derive insights and metrics
• Sufficient knowledge about creating database schemas and methods to store data in cloud/AWS Sagemaker, model training and orchestration in AWS
• Adept in defining APIs for user interface and model deployment.
• Developing sustainable, consumable, accurate, and impactful code for model building and deployment.

Requirements:

• Good Understanding of image processing, color spaces, machine learning, and deep learning
• Understanding of image processing is a plus
• Knowledge of transfer learning and making ML models work with limited data
• Good Understanding of machine learning pipeline in production (MLOPs)
• Very good knowledge of Python, .net C#, No SQL
• AWS specializes in AWS-Textract.
• Expertise in Python and some knowledge of C#.
• Good understanding of API and logging.
• Docker and knowledge of model deployment and Model version control.
• Text Processing with Basic LLM knowledge