Swati Batra
Hertfordshire,United Kingdom
Summary
A certified Product and Data Management Professional with experience in formulating strategies and solutions for Data Quality Management, and a proven ability to set-up and build capabilities in Data Quality and Data Governance. With over 14 years of industry experience, having Domain knowledge in Pharmaceutical R&D including discovery, Clinical, Regulatory and Retail. Strong advocate and practitioner of Agile ways of working with a focus on delivering measurable business value.
Overview
14
14
years of professional experience
4
4
years of post-secondary education
1
1
Certification
Work history
Data Quality Consultant
Fresh Gravity Solutions
Hertfordshire, Hertfordshire
03.2025 - Current
- Acting SME for Data Quality, providing Data Quality Consulting for formulation Data Quality Management strategies, designing and implementing Data Quality Solutions to embed Data Quality by Design principles in Software Development Life cycles.
- Leveraged data quality best practices to design and maintain policies, methodologies, guidelines around data quality, data profiling, data cleansing, including KPI/metrics definitions.
- Partnering with Business/Data Stewards and Data Governance Leadership to establish and refine Data Quality standards.
- Facilitate cross‑functional workshops to align stakeholders on Data Quality vision, roadmap, and priorities — defining key quality objectives, success metrics, and prioritized remediation efforts to deliver measurable business value.
- Partnered with Business Data Stewards, Data Product Owners and SMEs to define and implement 300+ Data Quality checks for Global Clinical Operations improving data reliability and streamlining downstream processing and reporting for faster issue resolution.
- Designed and implemented end‑to‑end Data Quality Rule Management process in Collibra, improving manageability and operational efficiency.
- Identify various use cases to implement Artificial Intelligence in Data Quality area.
Data Quality Lead
Tata Consultancy Services
Hertfordshire, UK
01.2022 - 02.2025
- Lead and mentored a team of 20+ data analysts and data quality engineers, visualization engineers implementing Data Quality Frameworks and Solutions within Life Sciences Organization, fostering a culture of data excellence.
- Liaising with Product Owner to build Product Road map and Vision for Data Management Practices, define Product backlog and its prioritization to drive adoption of good Data Quality practices across the organization.
- Engaging with key leadership and stakeholders; Product Directors, Product Owners, Data Stewards, Data Curators to identify their needs and requirements to define Product Road map and strategize Data Quality management for master data, reference data, data related to clinical, discovery and regulated areas.
- Successfully managed the Cloud Migration of Data Quality Tool from OnPrem to Cloud, including infrastructure set-up; 30+ DQ Solutions, DQ Frameworks and DQ Dashboards migration.
- Fostered a positive and productive Agile culture, Agile Execution with focus on end-to-end Delivery Management by facilitating Scrum Events such as Program Iteration (PI) Planning, Sprint Planning, Daily Scrum, Sprint Review and Sprint Retrospective.
- Mentored and managed geographically distributed, cross-functional teams, mitigating risks and dependencies, ensuring removal of impediments with effective stakeholder management.
Business Analyst
Tata Consultancy Services
Noida
04.2015 - 12.2021
- Designed and Implemented robust, reusable Generic DQ Frameworks to ensure suitability of data for its intended purpose; including KPI/metrics definitions to effectively measure Data Quality.
- Defined standardized Data Quality Rules Library, configurable for any application in the data landscape.
- Designed Wireframes for multiple Data Quality Dashboards (Data Health Dashboard, DQ Profiling Dashboard) enabling continuous monitoring of DQ Scores and Issues, capturing trends over time.
- Understanding of business processes and data for data flow across the landscape; understanding data pipelines for integration of multiple systems to define Data quality needs, rules for and across systems within client landscape and beyond.
- Captured business, system and reporting requirements in line with GxP guidelines, for 15+ Data Quality Solutions, including defining DQ Rules, Report Templates, Issue Reporting.
- Designed a bespoke solution with User Interface, allowing execution of Parameterized DQ Checks/Rules.
- Designed and implemented a generic and reusable Reconciliation Framework, comparing entities across system for its Consistency.
- Defined Automated Data Quality Monitoring process.
- Creation of user personas, user journeys maps and user stories to effectively capture user and business requirements.
- Accountable for Implementation of DQ Solutions from its inception to completion; requirement gathering, reviewing Test Case scenarios, conducting User Acceptance Testing and creating and reviewing relevant documentation.
- Provide Product Demonstration, Conduct User Training and awareness sessions for Data Quality Tool (Ataccama) and its adoption; DQ Solutions, reports, dashboards usage.
- Client: GlaxoSmithKline
Data Quality Engineer
Tata Consultancy Services
Noida
09.2014 - 03.2015
- Performing comprehensive Data Profiling and Data Analysis for identification of DQ issues and defining DQ Rules.
- Implementation of end-to-end DQ Solutions, DQ routines, summary statistics.
- Authoring and maintenance of relevant documentation.
- Developed and implemented data quality checks to ensure accuracy and completeness of data.
- Client: GlaxoSmithKline
IT Support Analyst
Tata Consultancy Services
Noida
12.2011 - 08.2014
- Resolving and analysing Incidents.
- Performed deployments following the Change Management process.
- Code development and support activities.
- Troubleshooted and resolved complex technical issues with minimal downtime.
- Developed and maintained user documentation to ensure users can quickly access support resources.
- Developed and maintained a knowledge base to quickly access solutions to common problems.
- Client: GlaxoSmithKline, Walgreens
Education
Bachelor of Technology - Information Technology
Krishna Institute of Engineering and Technology
Ghaziabad, Uttar Pradesh, India 07.2007 - 06.2011
Skills
- Data Quality Management
- Product Management
- Project Management
- Data Modelling
- Data Governance
- Business Analysis
- Data Analysis
- Data Profiling
- Product Design
- Design Thinking
- Wireframing
- Agile Framework Implementation
- Delivery Management
- Requirement Gathering & Elicitation
- Tools & Technologies
- Ataccama One
- Confluence
- JIRA
- Azure DevOps
- AHA
- Mural
- ER Studio
- Balsamiq
- Power BI
- Oracle SQL developer
- Collibra Data Catalog
- DataWorld
- Acceldata
- HP ALM
- Service Now
Websites
Certification
- CSPO
- CDMP Associate (Data Management Fundamentals)
- Data.World Foundations
- Data.World EndUser
- Data.World Steward
- PSM I
- Scaled Agile Framework (SAFe) Practitioner 4.6
- ITIL Foundation
- PL 300 Power BI Data Analyst Course (Conducted by Microsoft Verified Trainer)
- Story Telling conducted by employer.
- Design Thinking conducted by employer.
Additional Information
Excellent communication skills with proficient expression, transmission and interpretation of knowledge and ideas., Ability to meet deadlines and handle pressure in coordinating multiple tasks in a work/project environment., Worked on projects following Agile (including VFQ, SAFe) and Waterfall Methodology., Ability to build relationships and establish rapport quickly., Love solving puzzles., Interest in creating hand crafted items.
Personal Information
Title: DATA QUALITY LEAD
Timeline
Data Quality Consultant
Fresh Gravity Solutions
03.2025 - Current
Data Quality Lead
Tata Consultancy Services
01.2022 - 02.2025
Business Analyst
Tata Consultancy Services
04.2015 - 12.2021
Data Quality Engineer
Tata Consultancy Services
09.2014 - 03.2015
IT Support Analyst
Tata Consultancy Services
12.2011 - 08.2014
Bachelor of Technology - Information Technology
Krishna Institute of Engineering and Technology
07.2007 - 06.2011