
Expert Vision Data Engineer
4 days ago
Join our team of data engineering experts and take your career to the next level. This exciting opportunity will allow you to design, implement, and maintain robust data infrastructure capable of processing large-scale vision datasets.
The ideal candidate will possess a strong background in data engineering, with experience building automated workflows for data ingestion, transformation, and validation within the Azure Machine Learning (AML) ecosystem.
You will be responsible for developing monitoring systems and data quality controls for AML pipeline operations, ensuring seamless integration with existing data assets. Additionally, you will collaborate with data scientists to optimize data preparation workflows for vision model training.
As a skilled data engineer, you will leverage Azure ML datastores to implement efficient data storage and access patterns, establishing best practices for pipeline logging, monitoring, and error handling.
We are looking for a highly motivated individual who possesses:
- Bachelor's degree in Computer Science or Data Science
- Two (2) years of Data Engineering experience
- Two (2) years of experience programming in YAML and Python
- Experience building automated ML-based workflows
- Experience preparing data sets for ML model training
Requirements include:
- Experience using Azure Databricks
- Experience using Azure Machine Learning (AML) and AML Python SDK
- Experience using Pandas / NumPy
- Building and maintaining AML pipelines
- Proficiency with Azure ML datastores and data asset management
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