Bayforce · 3 hours ago
Data Quality Analyst
Bayforce is seeking a Senior Data Quality Analyst who will be responsible for building automation-first controls and monitoring data quality at scale. The role involves designing and operationalizing data quality validation pipelines and integrating with observability platforms while leveraging APIs for end-to-end workflows.
Responsibilities
Engineer automated data quality pipelines that detect, diagnose, and remediate data defects; design for scalability, idempotency, and observability
Use Python/SQL for data profiling, rule evaluation, schema validation, anomaly detection, and automated exception workflows
Implement API-driven integrations (REST/GraphQL/SDKs) with DQ, catalog, ticketing, notification, and orchestration systems; handle OAuth2, pagination, rate limits, retries, and backoff
Define and maintain DQ rule libraries and validation frameworks as reusable, versioned assets; enforce code quality via unit tests, linting, and static analysis
Embed automated controls into ETL/ELT and data integration jobs; implement pre/post-load validations, row/column-level checks, and SLA/SLO monitoring
Build event-driven alerts and webhook workflows to route exceptions to the right queues (e.g., Jira/ServiceNow), with metadata for reproducibility and audit
Develop KPI dashboards and operations apps using Power BI and Power Apps to visualize coverage, drift, and rule performance, and to streamline triage/remediation
Conduct root-cause analysis using lineage, logs, and metrics; implement automated remediation where feasible (e.g., rollback, quarantine, replay)
Contribute to CI/CD workflows (GitLab or equivalent) for DQ assets: automated tests, environment promotion, secrets management, and change controls
Author and maintain runbooks, design docs, and operational playbooks; mentor analysts on scripting, APIs, and engineering best practices
Uphold risk, regulatory, and internal control requirements; ensure auditability and traceability throughout DQ processes
Promote an environment of diversity, equity, inclusion, and alignment with the M&T Bank brand
Perform other duties as assigned
Qualification
Required
Bachelor's degree and a minimum of 5 years related experience; or in lieu of a degree, a combined minimum of 9 years higher education and/or work experience, including a minimum of 5 years related experience
Advanced proficiency in Python and SQL for automation, including building reusable libraries, scheduled jobs, and validation pipelines
API engineering experience: designing and consuming REST/GraphQL APIs, handling auth (OAuth2/Bearer), pagination, rate limits, error handling/retries, and webhooks for event-driven processes
Experience building solutions with Power BI and Power Apps for operational reporting and workflow automation
Demonstrated success collaborating across engineering, governance, and business teams in fast‑paced environments
Company
Bayforce
Bayforce is an information technology company that provides ERP, CRM, and cloud solutions.
Funding
Current Stage
Growth StageRecent News
Dayforce, Inc.
2025-05-17
GlobeNewswire
2025-05-07
2025-04-23
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