Azure Data Engineer with Machine Learning Expertise
1 day ago
Lorven Technologies is seeking a highly skilled Azure Data Engineer to join our team. As a key member of our data engineering team, you will be responsible for designing and implementing large-scale data pipelines and engineering infrastructure to support our clients' enterprise machine learning systems.
Key Responsibilities:- Design and implement data pipelines and engineering infrastructure to support machine learning systems
- Develop and deploy scalable tools and services for machine learning training and inference
- Identify and evaluate new technologies to improve performance, maintainability, and reliability of machine learning systems
- Apply software engineering rigor and best practices to machine learning, including CI/CD and automation
- Support model development, with an emphasis on auditability, versioning, and data security
- 10+ years of experience in data engineering with full-stack development and hands-on experience in building machine learning production infrastructure (MLOps)
- Minimum 5+ years of experience streamlining the development, deployment, and management of machine learning models in production environments
- Mandatory experience working in Databricks, Azure DevOps, and ML experience specifically in Databricks (ML flow, Feature Store, working with the model registry, etc.)
- Experience building end-to-end systems as a Platform Engineer/ML DevOps Engineer
- Strong software engineering skills in complex, multi-language systems
- Experience working with cloud computing and database systems
- Experience building custom integrations between cloud-based systems using APIs
- Experience on CICD pipelines orchestration and deploying machine learning solutions using DevOps principles
- Experience developing and maintaining ML systems built with open-source tools
- Familiarity with one or more data-oriented workflow orchestration frameworks (KubeFlow, Airflow, Argo, etc.)
Lorven Technologies is an equal opportunities employer and welcomes applications from all qualified candidates. If you are a motivated and experienced Azure Data Engineer looking for a new challenge, please submit your application.
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