We are seeking an experienced Senior Data Architect to lead the design and governance of a trusted, scalable, and AI-ready data ecosystem supporting Safety and Sustainability initiatives.
This strategic leadership role is focused on building enterprise-wide data foundations that enable AI adoption while ensuring strong governance, quality, security, and compliance. The successful candidate will define and drive a Data Readiness for AI Framework, establishing measurable standards for data quality, metadata, semantics, lineage, governance, and AI trustworthiness.
Key Responsibilities
Enterprise Data Strategy & Architecture
- Design secure, scalable, and cost-efficient enterprise data ecosystems supporting operational, analytical, and AI workloads.
- Define target-state architecture, reference models, reusable patterns, and conceptual, logical, and physical data models.
- Architect cloud-native data lakes, lakehouses, data mesh environments, streaming platforms, and metadata management capabilities.
- Align architecture strategy with business goals and future digital transformation initiatives.
AI Readiness & AI-Driven Data Foundations
- Develop AI-ready data architectures leveraging metadata, semantic models, knowledge graphs, lineage, and governance frameworks.
- Enable advanced AI capabilities including Retrieval-Augmented Generation (RAG), vector databases, semantic search, and grounded AI.
- Drive AI-powered approaches for metadata enrichment, schema mapping, data classification, lineage generation, master data harmonization, and quality improvement.
- Ensure explainability, auditability, provenance, and responsible AI practices throughout the data ecosystem.
Safety & Sustainability Data Architecture
- Architect solutions that unify HSE, ESG, Process Safety, Asset Integrity, Environmental, Operational, and Compliance data domains.
- Integrate IT, OT, engineering, sensor, maintenance, and environmental systems through a common information model.
- Enable trusted real-time and near-real-time reporting while preserving critical business context, lineage, and data provenance.
Data Governance & Compliance
- Establish enterprise data governance frameworks covering ownership, stewardship, quality, retention, privacy, security, and regulatory compliance.
- Implement metadata management, business glossaries, lineage, data catalogs, and governance standards.
- Translate legal, risk, cybersecurity, sustainability, and HSE requirements into enforceable data controls.
- Design enterprise integration frameworks across ERP, EAM, CMMS, GIS, IoT, ESG, Safety, Engineering, and external regulatory systems.
- Define API-driven, event-based, streaming, batch, and federated integration patterns.
- Establish canonical data models and semantic mappings across business-critical entities.
Data Products & Data Mesh Leadership
- Define ownership, contracts, service levels, discoverability, and governance standards for enterprise data products.
- Enable self-service analytics and AI innovation through governed and reusable data products.
- Establish fitness-for-purpose standards related to quality, security, lineage, metadata, support, and lifecycle management.
Security & Risk Management
- Apply security-by-design principles, including encryption, masking, tokenization, role-based access controls, and zero-trust architecture.
- Collaborate with cybersecurity and risk teams to ensure protection of operational, environmental, workforce, and regulatory data.
- Assess architectural risks and enforce compliance controls for data and AI-enabled solutions.
Required Experience
Domain Expertise
- 10+ years of experience in Enterprise Data Architecture, Data Platforms, Integration, Data Governance, and Analytics.
- Minimum 5 years of experience in Oil & Gas, Energy, Utilities, Mining, Chemicals, or similar safety-critical industries.
- Strong understanding of:
- Health, Safety & Environment (HSE)
- Sustainability and ESG reporting
- Asset Integrity Management
- Process Safety
- Risk and Compliance Management
Why Join Our Team?
- Innovative Projects: Work on high-impact projects that drive business insights and transformation.
- Professional Growth: We encourage learning and development, with opportunities to deepen your expertise knowledge.
- Collaborative Culture: Join a team that values collaboration, innovation, and the power of data.
ABOUT US:
Tata Consultancy Services is a digital transformation and technology partner of choice for industry-leading organizations worldwide. Since its inception in 1968, TCS has upheld the highest standards of innovation, engineering excellence and customer service.
Rooted in the heritage of the Tata Group, TCS is focused on creating long term value for its clients, its investors, its employees, and the community at large. With a highly skilled workforce of over 607,000 consultants in 55 countries and 180 service delivery centers across the world, the company has been recognized as a top employer in six continents. With the ability to rapidly apply and scale new technologies, the company has built long term partnerships with its clients – helping them emerge as perpetually adaptive enterprises. Many of these relationships have endured into decades and navigated every technology cycle, from mainframes in the 1970s to Artificial Intelligence today.
TCS sponsors 14 of the world’s most prestigious marathons and endurance events, including TCS Lidingöloppet, TCS London Marathon and TCS Amsterdam Marathon with a focus on promoting health, sustainability, and community empowerment. TCS generated consolidated revenues of over US $30 billion in the fiscal year ended March 31, 2025.
With a history of over 45 years in Europe, TCS is a transformation partner for companies in industries that range from banking and retail to insurance and travel. Our agile and diverse workforce is distributed in 62 offices across Europe.
- TCS has been ranked number 1 in Customer Satisfaction in Europe for 12 consecutive years.
- TCS has been named Top Employer in Europe for 13 consecutive years
- TCS has been recognized as one of the world’s Top 50 Brands by Kantar BrandZ in 2025
- 80,000 associates are supporting clients in Europe.
For more information, visit www.tcs.com
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