Machine Vision Engineer
Vor 6 Tagen
Machine Vision Engineer (Halcon)
Steißlingen , Germany
Responsibilities:
- 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 and Halcon is must have
- 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
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