Quality Analyst Jobs

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Senior Data Quality Analyst

Breakthru Beverage Group•Washington, DC
•$96,000 - $110,000•Hybrid

About The Position

Breakthru Beverage Group is modernizing its enterprise data ecosystem as part of an enterprise-wide Data & AI transformation, building a trusted, governed, and AI-ready data foundation. The Senior Data Quality Analyst will help design, implement, and operationalize enterprise data quality and observability capabilities. Reporting to the Sr. Manager, Data Quality, this hands-on role works with data engineers, stewards, and business partners to monitor and improve accuracy, completeness, and consistency across critical data domains. The role follows a flexible hybrid schedule: two days per week in the office and three days working from home, and may be performed from any Breakthru Beverage office location. The analyst develops data validation, profiling, and reconciliation routines; builds quality dashboards and scorecards; investigates root causes and partners with teams to remediate issues; and documents rules, thresholds, and exception workflows. The role also supports integration of data quality and observability tools with the Snowflake-on-AWS Datahub, embeds checks in data pipelines, helps establish alerting and incident processes, and collaborates with governance and stewardship teams on standards, SLAs, SOPs, and ongoing improvement.

Requirements

  • Bachelor’s degree in computer science, information systems, data management, or a related field.
  • At least 5 years of hands-on experience in data analysis, data quality, or data management roles.
  • Advanced Excel skills.
  • Strong SQL skills and proven ability to perform data profiling, cleansing, and validation across large datasets.
  • Experience with modern data quality and observability tools such as Monte Carlo, Great Expectations, Soda, or Datafold.
  • Familiarity with AWS data services, Snowflake, or other cloud-native data platforms.
  • Solid understanding of data integration, data pipelines, and ETL processes.
  • Excellent problem-solving and analytical skills, with strong attention to detail.
  • Strong collaboration and stakeholder management skills, with the ability to work across data engineering, governance, and business teams.
  • Strong communication skills and ability to translate technical data findings into actionable business insights.

Nice To Haves

  • Experience with data governance and catalog platforms such as Atlan, Collibra, Alation, or Informatica to maintain business glossaries, data lineage, and links between data quality rules and governed data elements.
  • Experience defining and operationalizing data quality SLAs, data contracts, and stewardship workflows, including issue escalation, remediation accountability, and performance reporting with data owners.
  • Familiarity with data governance frameworks such as DAMA-DMBOK or EDM Council DCAM; CDMP or a similar data management certification is a plus.
  • Working knowledge of data observability concepts such as schema drift, freshness, and completeness.
  • Understanding of master data management and metadata-driven data governance principles.
  • Experience working with SAP (MDG, ECC, or S/4HANA) or other ERP systems in a data management context.

Responsibilities

  • Develop, implement, and maintain data validation, profiling, and reconciliation routines across multiple data sources using SQL, Python, and modern data quality tools.
  • Build and maintain data quality dashboards and scorecards to track metrics and trends.
  • Perform root-cause analysis and partner with engineering and stewardship teams to remediate data issues.
  • Document data quality rules, thresholds, and exception workflows for ongoing monitoring.
  • Support configuration and integration of data quality and observability tools with BBG’s Snowflake-on-AWS Datahub.
  • Collaborate with Data Engineering to embed quality checks into ingestion and curation pipelines using dbt, Airflow, or similar frameworks.
  • Assist in defining and operationalizing alerting and incident management processes for data anomalies.
  • Partner with Data Governance and Stewardship teams to align with master data management and governance standards.
  • Support the rollout of data quality SLAs and ensure business data owners can see data quality performance.
  • Contribute to standard operating procedures for data quality and remediation processes.
  • Identify opportunities to automate and streamline data quality checks and issue resolution.
  • Provide input into continuous improvement of the enterprise data quality framework, tools, and methods.
  • Support data literacy initiatives by helping business and technical users understand data quality metrics and their impact.
  • Perform other duties as assigned by the jobholder’s supervisor.

Benefits

  • Corporate bonus: 10%

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