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 of experience in business or data analysis roles focusing on stakeholder-facing requirements gathering.
  • Minimum of 1 year experience in data quality, governance, or management initiatives is preferred.
  • Proficient in translating business language into specific and testable requirements, especially related to data correlation.
  • Working knowledge of SQL for independent data exploration and validation.
  • Excellent facilitation and communication skills for engaging both technical and non-technical stakeholders.
  • Strong organizational skills for managing multiple stakeholder commitments and tracking project backlogs.
  • Experience in producing clear, concise documentation and reports for stakeholders.

Responsibilities

  • Collaborate with business stakeholders to define data quality requirements based on business functions and areas.
  • Identify and document critical data elements and quality thresholds within each subject area.
  • Define quality rules across entities and field-level checks as part of data governance.
  • Establish derived quality scores tied to business outcomes for relevant data categories.
  • Prioritize the data quality rule backlog in conjunction with a Data Quality Engineer to balance business impact and engineering effort.
  • Validate data quality rules with stakeholders prior to implementation to ensure alignment with business expectations.
  • Train and guide Business Data Stewards in data quality processes and issues resolution techniques.

Benefits

  • Comprehensive onboarding and training programs.
  • Access to ongoing professional development and continuous learning opportunities.
  • Support for a flexible working environment and a culture of collaboration.
  • Opportunity to lead and influence key data governance initiatives within the organization.
  • Develop strong relationships with a network of business consumers and data stewards.
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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