Synopsis of the role
This role is responsible for building Equifax’s Entity Resolution system for both our Consumer and Commercial bureau. Also, the development and maintenance of ongoing programs/project metrics, presentations, analyses, dashboards, etc. to inform a wide variety of stakeholders. Work location of this role will be our Bangalore office.
What you’ll do
- Work with key stakeholders and understand their needs to develop new or improve existing Entity Resolution (keying & linking) and Data management processes
- Work in a cross-functional team
- Provide hands-on support and guidance in the design and development of solutions using large datasets within GCP/Ignite platform
- Deploy innovations, including but not limited to AI/ML techniques for Entity Resolution and Data Management in Ignite Internal Data lake
- Understand the various aspects of architecture practices: business, application, data, security, infrastructure and governance
- Define and capture business and functional requirements for key projects or assignments
- Facilitate team meetings involving business and technical resources
- Coordinate, execute, and monitor processes to ensure project objectives are met
What experience you need
- Bachelor's Degree in Computer Science/Engineering or other related discipline
- Minimum of 7 years of data management, engineering, and/or, data analysis experience in the credit risk, financial services domain
- Minimum of 2 years of experience managing small/mid-size teams required
- Experience using programming languages such as Python or SQL and intermediate level experience with scripting languages.
- Intermediate level understanding and experience with Google Cloud Platforms and overall cloud computing concepts, as well as basic knowledge of other cloud environments.
- Experience in leveraging data pipelines, troubleshooting issues, transforming and entering data into a data pipeline in order for the content to be digested and usable for future projects.
- Experience in designing and implementing moderately complex data models and experience enabling optimization to improve performance
- Apply the knowledge of data characteristics and data supply pattern, develop rules and tracking process to support data quality model.
- Prepare data for analytical use by building data pipelines to gather data from multiple sources and systems.
- Integrate, consolidate, cleanse and structure data for use by our clients in our solutions.
- Perform design, creation, and interpretation of large and highly complex datasets.
- Stay up-to-date with the latest trends and advancements in GCP and related technologies, actively proposing and evaluating new solutions.
- Understand best practices for data management, maintenance, reporting and security and use that knowledge to implement improvements in our solutions.
- Communicate with the global teams in regions with Equifax presence to share best practices and guide adoption strategies.
- Develop and implement data quality checks and troubleshoot data anomalies.
- Experience with credit data products.
- Cloud certification.
- Experience in performing analysis using Google BigQuery, BigTable, and other Google Cloud Platform technologies, Google DataFlow, Scala+ Spark or PySpark.
- Experience working with data schema / formats such as JSON, AVRO, PARQUE
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