Tata Consultancy Services

Data Quality Analyst

Tata Consultancy Services$110K — $135K *
Information Technology
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • 3+ years in business or data analyst roles with stakeholder interaction.
  • 1+ year experience in data quality, governance, or management a plus.
  • Skilled at translating business needs into precise, actionable requirements.
  • Proficient in SQL for data exploration and validation, not necessarily at an advanced level.
  • Excellent communication skills for liaising between technical and non-technical teams.
  • Strong organizational skills for managing stakeholder commitments and processes.
  • Experience in creating clear documentation and reports for stakeholders.

Responsibilities

  • Collaborate with stakeholders to establish and document data quality requirements.
  • Identify critical data elements and set quality expectations for each business subject area.
  • Define cross-entity correlation requirements for data quality rules.
  • Work with stakeholders to create quality scores linked to business readiness metrics.
  • Prioritize and manage the data quality rules backlog in collaboration with the Data Quality Engineer.
  • Validate data quality rules with stakeholders before they go live.
  • Train and onboard Business Data Stewards and track data alert responses.

Benefits

  • Comprehensive training and onboarding resources for new team members.
  • Access to data quality dashboards tailored for business subject areas.
  • Opportunities for career growth and skill development in data governance.
  • Supportive organizational change management during quality program rollouts.
  • Engagement with a community of business data consumers for collaborative feedback.
Full Job Description
Must Have Technical/Functional Skills
• 3+ years in business analyst, data analyst, or similar roles involving direct stakeholder-facing requirements gathering.
• 1+ year exposure to data quality, data governance, or data management initiatives preferred.
• Ability to translate ambiguous business language into precise, testable requirements; including

relationship/correlation requirements across entities
• Working SQL skills sufficient to explore data independently, validate assumptions, and communicate credibly

with engineers (advanced development skills not required).
• Strong facilitation and communication skills, comfortable working live with both technical teams and non-technical

business stakeholders at multiple levels.
• Organizational and follow-through skills for managing a backlog, tracking commitments across many stakeholders,

and keeping a distributed process on track.
• Experience producing clear documentation and stakeholder-facing reporting.

Roles & Responsibilities

Requirements & Rule Backlog
• Partner with business stakeholders to define data quality requirements organized by business function and

subject area, framing quality in terms of the business capabilities it enables.
• Within each subject area, identify and document the critical data elements, quality expectations, thresholds,

severity, and the steward/owner responsible for triage.
• Define cross-entity correlation requirements as first-class quality rules alongside field-level checks.
• Work with stakeholders to define derived, subject-area-level quality scores tied to business

readiness (e.g., readiness of quote and exposure data to support new product development or provisional quoting),

so quality is measured against outcomes.
• Own and prioritize the data quality rule backlog by subject area, balancing business impact, regulatory importance,

and engineering effort in partnership with the Data Quality Engineer.
• Validate implemented rules with business stakeholders before deployment, confirming the rule measures what the

business intended.
• Maintain traceability between business requirements, implemented rules, and the subject areas and systems

they cover

Steward Enablement & Program Oversight
• Onboard and train Business Data Stewards and data owners on the decentralized alert and triage model,

including how to interpret, work, and resolve alerts in DQLabs.
• Develop and maintain steward-facing materials: triage guides, alert response expectations, escalation paths, and FAQ

documentation.
• Monitor the health of the steward network: track alert response and resolution rates, identify stale or unworked alerts,

and follow up with stewards and their leadership when triage lags.
• Manage the escalation process for data quality issues that are unclaimed, cross-domain, or exceed steward authority

to resolve.
• Gather steward feedback on alert quality and usability, feeding it back to the Data Quality Engineer for rule tuning.

Reporting, Adoption, and Communication
• Shape data quality dashboards and reporting around business subject areas so data owners can see clearly which

capability needs improvement.
• Produce recurring reporting on program effectiveness for leadership: subject-area quality and readiness scores,

rule coverage, alert volumes and trends, triage responsiveness, and open issue aging.
• Drive adoption and usability of the program: identify and cultivate the community of business consumers who

rely on data quality outputs, gather their feedback, and demonstrate the business value the program delivers
• Support organizational change management activities (communications, onboarding, stakeholder engagement)

as quality processes and dashboards roll out to business teams.
• Communicate program status, wins, and gaps to stakeholders in business-friendly terms.

Salary Range: $110,000 to $135,000 per year

About Tata Consultancy Services

Tata Consultancy Services (TCS) is an Indian multinational information technology (IT) services and consulting company, headquartered in Mumbai, Maharashtra, India. It is a subsidiary of Tata Group and operates in 149 locations across 46 countries. TCS is the largest Indian company by market capitalization and is ranked 11th on the Forbes Global 2000 list of the world's biggest public companies. TCS is also the second-largest IT services company in the world by revenue and the largest employer of women in India. The company provides services in areas including IT, consulting, and business solutions.
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