Senior Data Engineer
3 weeks ago
Sam's Cash Core Team is seeking a skilled Data Engineer to enhance our analytics capabilities. The ideal candidate will design and implement efficient data pipelines, ensuring seamless data flow across teams.
Key Responsibilities
- Create and maintain optimal data pipeline architecture for data-intensive applications.
- Assemble large, complex data sets that meet functional/non-functional business requirements.
- Identify, design, and implement internal process improvements: automating manual processes, optimizing data delivery, re-designing infrastructure for greater scalability, etc.
- Build the infrastructure required for optimal extraction, transformation, and loading of data from a wide variety of data sources using Azure SQL, Cosmos DB, Databricks, and other legacy databases.
- Build analytics tools that utilize the data pipeline to provide actionable insights into customer acquisition, operational efficiency, and other key business performance metrics.
- Work with stakeholders, including the Executive, Product, Data, and Design teams, to assist with data-related technical issues and support their data infrastructure needs.
- Keep our data separated and secure across national boundaries through multiple data centers and Azure regions.
- Create data tools for analytics and data scientist team members that assist them in building and optimizing our product into an innovative industry leader.
- Work with data and analytics experts to strive for greater functionality in our data systems.
Requirements
- Advanced working SQL knowledge and experience working with relational databases, query authoring (SQL) as well as working familiarity with a variety of databases.
- Extensive experience on Databricks on Azure Cloud platform, deep understanding on Delta lake, Lake House Architecture.
- Programming experience on Python, Shell scripting, PySpark, and other data programming languages.
- Experience performing root cause analysis on internal and external data and processes to answer specific business questions and identify opportunities for improvement.
- Strong analytic skills related to working with Data Visualization Dashboard, Metrics, and etc.
- Build processes supporting data transformation, data structures, metadata, dependency, and workload management.
- A successful history of manipulating, processing, and extracting value from large disconnected datasets.
- Working knowledge of message queuing, stream processing, and highly scalable 'big data' data stores.
- Familiar with Deployment tool like Docker and building CI/CD pipelines.
- Experience supporting and working with cross-functional teams in a dynamic environment.
- 8+ years' experience in software development, Data engineering, and
- Bachelor's degree in computer science, Statistics, Informatics, Information Systems, or another quantitative field. Postgraduate/master's degree is preferred.
- Experience in Machine Learning and Data Modeling is a plus.
Preferred Skills
- High-level Databricks experience
- Python, bash, or shell scripting
- Experience architecting data pipelines and providing strategy/guidance on how to build from scratch
- SQL queries and building dashboards and reports (Databricks visualization preferred but okay with Tableau or PowerBI)
Location
2 days/week on site in Sunnyvale, CA or San Bruno, CA
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