Data Quality Analyst
Comerica Inc
Contract Frisco , Texas, United States Posted 5 months ago
About Position
Data Quality Analyst (Contract)
$55.00 / Hourly
Frisco , Texas, United States
Data Quality Analyst
Contract Frisco , Texas, United States Posted 5 months ago
Skills
Data Quality Remediation Collaborate with internal stakeholders to gather information and document identified data quality issues. Perform root cause analysis of identified data quality issues. Collaborate with cross-functional teams to support development and implementation of remediation plans to promptly resolve identified data quality issues. Data Quality Measurement Monitoring and Reporting Processes Define and develop data quality metrics based upon data quality standards. Support the development of automated data quality reports and dashboards. In partnership with Data Stewards monitor data quality levels and respond to alerts when data quality metrics for critical data elements are outside the acceptable data quality thresholds. Data Quality Management Framework Collaborate with business stakeholders to identify business needs and opportunities for data quality improvement including identifying data critical to meeting business needs. Perform an assessment of the data to understand data content and relationships and comparing actual data to rules and expectation. Develop standards and templates for documenting data quality rules so they have a consistent format and meaning.Description
5 years experience in data and/or information asset quality management
3 years experience managing data quality monitoring and remediation processes Proficiency in data profiling, statistical analysis, data analysis, and data standardization / cleansing techniques Experience using statistical techniques to discover the root cause of data quality issues and recommend remediation options
Strong SQL skills with the ability to write sophisticated queriers across large, complex data sets
Experience with Collibra, Informatica, and Snowflake (Python, R is a plus)
Write data quality rules to compensate for the data quality rules not in place Analyze business requirements, establish data flows and mappings, provide data guidance Conduct data validations for 3P vendor files and data landing in the different environments – validation against requirements Development of data lineage from end to end Documentation of data defects and their remediation, along with validation of remediation Soft skills to be able to speak competently and confidently in a meeting setting with executives and groups larger than 10
The Data Quality Analyst will support the definition of data quality standards, requirements, and specifications for data quality controls in the data lifecycle. They will also provide support for operational processes that measure, monitor and report on data quality levels as well as the remediation of identified data quality issues.
The person will meet with various stakeholders to gather and document information, perform data analysis, and conduct assessments of business and technical processes involved in managing data.
Responsibilities
- 5 years experience in data and/or information asset quality management
- 3 years experience managing data quality monitoring and remediation processes Proficiency in data profiling, statistical analysis, data analysis, and data standardization / cleansing techniques Experience using statistical techniques to discover the root cause of data quality issues and recommend remediation options
- Strong SQL skills with the ability to write sophisticated queriers across large, complex data sets
- Ability to analyze data trends, identify patterns and proactively address potential data quality issues
- Proficient in documenting data quality issues and remediation plans in a clear and concise manner
- Experience with Collibra, Informatica, and Snowflake (Python, R is a plus)
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