Senior Data Engineer - Pyspark
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Key skills for this role
About the Role
Good understanding of source systems data structures, data retentions policies and data partitioning for modeling raw data vault structures. Drive data reusability, reduce duplicity of data, minimizing adverse impact to performance.
Key Skills for This Role
Full Job Posting
Job Description
- Good understanding of source systems
- data structures,
- data retentions policies and data partitioning for modeling raw data vault structures.
- Drive data reusability, reduce duplicity of data, minimizing adverse impact to performance.
- Develop
- data architecture
- vision and standards in conjunction with business users and stewards.
- Create data exchange standards to ensure reusability and a decoupled architecture.
- Create standards for
- data archival
- and purging.
- Identify and document critical data elements across source system of records.
- Work with data engineers and source system experts to define the standards and principles.
Job Dimensions
- Master or Bachelor’s degree in computer science, information systems management or related field.
- More than 6 years of experience in information technology, with 5
- years spent in data engineering, architecture
- and technology solutions definitions and implementations.
- Extensive experience in banking services or related domain.
- Expertise in
Data Architecture, Data Strategy
and Roadmap for large and complex organization and systems and implemented large scale end-to-end
Data Management & Analytics
- solutions.
- Experience in transforming traditional
- Data Warehousing approaches to Big Data based approaches
- and proven track record of managing risks and data security.
- Expertise with
- DW Dimensional modeling techniques, Star & Snowflake schemas
- , modeling slowly changing dimensions and role playing dimensions, dimensional hierarchies, and data classification.
- Experiences in cloud native principals, designs and deployments.
- Extensive experience working with and
- enhancing Continuous Integration (CI) and Continuous Development (CD) environments
- .
- Expertise in
- Data Quality, Data Profiling, Data Governance, Data Security, Metadata Management, and Data Archival.
- Demonstrated ability to work in a fast paced and changing environment with short deadlines, interruptions, and multiple tasks/projects occurring simultaneously.
- Must be able to work independently and have skills in planning, strategy, estimation, scheduling, Strong problem solving, influencing, communication, and presentation skills, self-starter.
- Experience with
- data processing frameworks and platforms (Hadoop, MongoDB, Tez, Hive, Spark etc.).
- Hands-on experience in work with
- bigdata platforms and related programming languages (e.g.
- Linux, Python, PySpark, GIT, Jenkins)
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