Job Description
- Azure Tech Stack Familiarity: Demonstrate proficiency with tools and services within the Azure ecosystem, such as Azure Data Factory, Azure Databricks, Azure Synapse Analytics, Azure Stream Analytics, and Azure Machine Learning.
- Data Extraction and Transformation: Build code to extract raw data, validate its quality, and transform it for downstream compatibility
- Pipeline Development: Design, develop, and maintain scalable data pipelines for efficient large-scale dataset integration using appropriate technologies.
- Pipeline Integration: Integrate real-time and batch-processing pipelines to improve workflows and enhance user experience.
- ML Collaboration: Collaborate with machine learning engineers to support data preparation, feature engineering, and model evaluation for machine learning models.
- DS Collaboration: Work with data scientists to identify opportunities, conduct analyses, and drive data-driven decisions for AI initiatives.
- Feature Storage Management: Manage feature storage systems and develop real-time streaming pipelines for low-latency data processing, using tools like PySpark or similar.
- Workflow Optimization: Optimize workflows to ensure seamless integration and accessibility of data.
- Infrastructure Performance: Implement performance monitoring, troubleshoot issues, and develop scalable solutions to ensure reliability.
- Bachelor's Degree in Computer Science, Math, Software Engineering, Computer Engineering, or related field AND 4 years experience in business analytics, data science, software development, data modeling or data engineering work
- OR Master's Degree in Computer Science, Math, Software Engineering, Computer Engineering, or related field AND 3 years experience in business analytics, data science, software development, data modeling or data engineering work
- OR equivalent experience.
- 3 years of experience shipping product at scale
- Bachelor's Degree in Computer Science, Math, Software Engineering, Computer Engineering, or related field AND 10 years experience in business analytics, data science, software development, data modeling, or data engineering work
- OR Master's Degree in Computer Science, Math, Software Engineering, Computer Engineering, or related field AND 8 years experience in business analytics, data science, software development, data modeling or data engineering work
- OR equivalent experience.
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