
Senior Enterprise Data Solutions Architect
2 days ago
The Senior Data Engineer will collaborate with Data Scientists and Architects to translate prototypes into scalable solutions.
Key Responsibilities:- Data Pipeline Design & Development
- Design and build robust, scalable, and high-quality data pipelines that support analytics and reporting needs by integrating structured and unstructured data from various sources into data lakes and warehouses.
- Build and maintain scalable ETL/ELT pipelines for batch and streaming data using Azure Data Factory, Databricks, Snowflake and Azure SQL Server.
- Collaborate with data scientists, analysts, and platform engineers to enable analytics and ML use cases through effective data transformations.
- Design, develop, and optimize DBT models to support scalable data transformations and ensure business intelligence and machine learning workflows meet expectations.
- Cloud Platform Engineering
- Operationalize data solutions on cloud platforms, integrating services like Azure, Snowflake, and third-party technologies to drive scalability and efficiency.
- Manage environments, performance tuning, and configuration for cloud-native data solutions to ensure seamless execution.
- Data Modeling & Architecture
- Apply dimensional modeling, star schemas, and data warehousing techniques to support business intelligence and machine learning workflows.
- Collaborate with solution architects and analysts to ensure models meet business needs and are well-integrated.
- Data Governance & Security
- Ensure data integrity, privacy, and compliance through governance practices and secure schema design to safeguard sensitive datasets.
- Implement data masking, access controls, and metadata management for sensitive datasets to maintain confidentiality.
- Collaboration & Agile Delivery
- Work closely with cross-functional teams including product owners, architects, and business stakeholders to translate requirements into technical solutions and deliver projects efficiently.
- Participate in Agile ceremonies, sprint planning, and DevOps practices for continuous integration and deployment.
- 7+ years of experience designing, developing, and deploying scalable enterprise data analytics solutions with a strong focus on data engineering or design.
- 5+ years of experience in ML Lifecycle using Azure Kubernetes service, Azure Container Instance service, Azure Data Factory, Azure Monitor, Azure DataBricks building datasets, ML pipelines, experiments, logging, and monitoring.
- 5+ years of experience in data engineering using Snowflake to drive scalability and efficiency.
- Experience in designing, developing & scaling complex data & feature pipelines feeding ML models and evaluating their performance.
- Experience in building and managing streaming and batch inferencing to drive data-driven decision making.
- Proficiency in SQL and any one other programming language.
- Strong experience with cloud platforms (AWS, Azure, etc.) and containerization technologies (Docker, Kubernetes).
- Experience with CI/CD tools such as GitHub Actions, GitLab, Jenkins, or similar tools.
- Familiarity with security best practices in DevOps and ML Ops to ensure robust data governance.
- Experience in developing and maintaining APIs (e.g.: REST)
- Agile/Scrum operating experience using Azure DevOps to streamline project delivery.
- Experience with MS Cloud - ML Azure Databricks, Data Factory, Synapse, among others.
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