Global IT Data Architect Senior Manager

Boston Consulting Group (BCG); Gurugram District; On-site; INR 3,500,000 - 7,000,000; Full time

Job summary

Boston Consulting Group (BCG) seeks a Senior Data Architecture lead to define domain architectures for the Data Products Portfolio, evaluate tools, and craft modern patterns. You will collaborate with Enterprise Data Architects to enforce standards and run PoCs, while mentoring data engineers and analysts in data & solution architecture.

The role emphasizes data modelling, governance, and hands-on experience with Snowflake, BigQuery, Databricks, and related tools within an Agile environment.

Qualifications

• 12+ years of IT experience with major focus on data warehouse / database related projects.
• Expertise in cloud data platforms and databases (Snowflake, Redshift, BigQuery, Databricks).
• Proficient in designing solution architecture considering integration points, data flows, and security.

Responsibilities

• Define architecture for key domains within the Data Products Portfolio.
• Evaluate data tools and technologies and recommend modern implementation patterns.
• Collaborate with Enterprise Data Architects to establish standards and perform PoCs.

Skills

Data architecture

Enterprise data governance

Data modelling

Communication

Education

Bachelor's degree in information science, data management, computer science or related field

Tools

Snowflake

Redshift

BigQuery

Databricks

Data catalog

MDM

Talend

dbt

Tableau

Power BI

Job description

Job Description:

Who We Are

Boston Consulting Group partners with leaders in business and society to tackle their most important challenges and capture their greatest opportunities. BCG was the pioneer in business strategy when it was founded in 1963. Today, we help clients with total transformation-inspiring complex change, enabling organizations to grow, building competitive advantage, and driving bottom-line impact.

To succeed, organizations must blend digital and human capabilities. Our diverse, global teams bring deep industry and functional expertise and a range of perspectives to spark change. BCG delivers solutions through leading-edge management consulting along with technology and design, corporate and digital ventures—and business purpose. We work in a uniquely collaborative model across the firm and throughout all levels of the client organization, generating results that allow our clients to thrive.

What You'll Do

• Define architecture for key domains within the Data Products Portfolio.
• Evaluate data related tools and technologies and recommend appropriate implementation patterns and standard methodologies to ensure our Data ecosystem is always modern.
• Collaborate with Enterprise Data Architects in establishing and adhering to enterprise standards while also performing PoCs to ensure those standards are implemented.
• Provide technical expertise and mentorship to Data Engineers and Data Analysts in the Data & Solution Architecture.
• Develop and maintain processes, standards, policies, guidelines, and governance to ensure that a consistent framework and set of standards is applied across the company.
• Create and maintain conceptual / logical and Physica; data models to identify key business entities and visual relationships.
• Work with business and IT teams to understand data requirements.
• Maintain a data dictionary consisting of table and column definitions.
• Review Architecture with both technical and business audiences.
• Partner with Technology, Data Stewards and various Products teams in an Agile work stream while meeting program goals and deadlines.
• Champion architecture across the project lifecycle — working closely with Product Owners, Business, and BI&A teams as a trusted technical partner to shape and steer key decisions.
• Ability to put forward well-researched design approaches with clear pros and cons, evaluate and test new platform capabilities, and establish modern architectural ways of working across the team.
• Ability to craft & influcence well-structured proposals and present architectural recommendations persuasively, building stakeholder confidence and driving adoption of scalable, future-ready solutions.
• Lead to design / build new models to efficiently deliver the candidate and recuitment results to senior management.

What You'll Bring

Essential Education

• Bachelor's degree or equivalent combination of education and experience.
• Bachelor's degree in information science, data management, computer science or related field preferred.

Essential Experience & Job Requirements

• 12+ years of IT experience with major focus on data warehouse / database related projects.
• Expertise in cloud data platforms and databases like Snowflake, Redshift, BigQuery, Databricks, data catalog, MDM etc.
• Expertise in writing SQL and database procedures.
• Proficient in designing solution architecture factoring in all integration points, data flows and security/vulnerabilities.
• Proficient in Data Modelling - conceptual, logical, and physical modelling.
• Proficient in documenting all the architecture related work performed.
• Hands on experience in data storage, ETL / ELT and data analytics tools and technologies e.g., Talend, dbt, Attunity, Golden Gate, Fivetran, APIs, Tableau, Power BI, Alteryx etc.
• Experienced in Data Warehousing design / development and BI / Analytical systems.
• Experience working projects using Agile methodologies.
• Strong hands-on experience with data and analytics data architecture, solution design, and engineering experience.
• Experience with Cloud Big Data technologies such as AWS, Azure, GCP, Snowflake, BigQuery, and Databricks.
• Experience with Python would be preferable.
• Experience working with agile methodologies (Scrum, Kanban) and Meta Scrum with cross-functional teams (Product Owners, Scrum Master, Architects, and data SMEs).
• Review existing databases, data architecture, data models across multiple systems and propose architecture enhancements for cross compatibility and target systems.
• Excellent written, oral communication and presentation skills to present architecture, features, and solution recommendations.

GOOD TO HAVE: GENAI, AGENTIC AI & EMERGING ARCHITECTURE CAPABILITIES

• Hands-on experience designing, evaluating, or supporting GenAI / LLM-enabled solutions, including proofs of concept and production-oriented architecture patterns.
• Understanding of Agentic AI concepts, multi-step orchestration, tool-using AI agents, and human-in-the-loop design considerations.
• Experience with retrieval architectures such as RAG, GraphRAG, hybrid search, semantic search and context-grounding approaches for enterprise use cases.
• Familiarity with vector databases, knowledge graphs, metadata-rich knowledge stores, and enterprise knowledge base design for AI applications.
• Exposure to AI application frameworks and orchestration tools such as LangChain and LangGraph.
• Awareness of agent-to-agent interaction patterns, A2A concepts, model context management (MCP), and emerging interoperability standards such as MCP.
• Experience evaluating data readiness for GenAI use cases, including chunking strategy, retrieval quality, data lineage, access controls, and content governance.
• Understanding of prompt design, evaluation approaches, observability, guardrails, safety, and responsible AI controls in enterprise environments.
• Ability to partner with product, engineering, architecture, and governance teams to shape scalable GenAI-enabled data products and platforms.

Who You'll Work With

• Global functional portfolio technical leaders (Finance, HR, Marketing, Legal, Risk, IT), product owners, functional area teams across levels.
• Global Data portfolio Management & teams (Enterprise Data Model, Data Catalog, Master Data Management).
• Consulting and internal Data Tribe teams across BCG.

You’re Good At

• Design, document & train the team on the overall processes and process flows for the data products’ architecture.
• Resolve technical challenges in critical situations that require immediate resolution.
• Develop relationships with external stakeholders to maintain awareness of data and security issues and trends.
• Review work from other tech team members and provide feedback for growth.
• Implement Data Architecture and Data security policies that align with governance objectives and regulatory requirements.

At BCG, our people and relationships are at the heart of everything we do. We believe that in-person collaboration plays an important role in our culture, mentorship, and professional development.

For this role, you will generally be expected to work from a BCG office or in person with clients on a regular basis (typically around 50% of working time), depending on business needs and in line with local policies and practices.

We aim to provide a dynamic and collaborative environment that fosters connection and teamwork.

Boston Consulting Group is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, age, religion, sex, sexual orientation, gender identity / expression, national origin, disability, protected veteran status, or any other characteristic protected under national, provincial, or local law, where applicable, and those with criminal histories will be considered in a manner consistent with applicable state and local laws.

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