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Boston Consulting Group

Global strategy and transformation consulting firm

Lead/Principal Architect - Data & AI

Data ManagementConfirmed live in the last 24 hours
Full-timeNo salary listed

About the Job

Requirements

  • A bachelor's or master's degree in Computer Science, Data Science, Information Systems, or a related field.
  • 10–16 years of experience in data architecture, data engineering, or cloud-based data solutions.
  • Flexibility to travel within the Southeast Asia/Asia Pacific region.
  • Deep knowledge of cloud data platforms, including AWS Redshift, Azure Synapse, Google BigQuery, and Snowflake.
  • Expertise in data governance, master data management, and compliance frameworks.
  • Strong understanding of AI-ready data architectures and their impact on feature engineering and machine learning workflows.
  • Ability to guide organizations on extract, transform, and load/extract, load, and transform strategy, data integration, and workflow automation.
  • Familiarity with industry-standard data architecture frameworks, including TOGAF and Zachman.
  • Experience advising on real-time data streaming using Kafka, Kinesis, or Pub/Sub.

Responsibilities

  • Define and advise on modern, future-ready data architectures that align with business goals and support AI, analytics, and automation.
  • Guide organizations in adopting cloud-native and hybrid data solutions, including AWS, Azure, Google Cloud Platform, Snowflake, and Databricks.
  • Provide thought leadership on data modeling, data warehousing, and lakehouse architecture best practices to ensure scalability and performance.
  • Shape long-term data strategies that foster flexibility, innovation, and interoperability across platforms.
  • Lead development of governance frameworks and policies that ensure data security, compliance, and ethical use of AI.
  • Guide the creation and maintenance of data dictionaries, metadata management, and data cataloging to ensure consistency, accuracy, and alignment with industry best practices.
  • Advise on data quality management strategies to ensure robust data lineage, accuracy, and reliability across the organization.
  • Define governance roadmaps that support AI adoption while maintaining compliance with GDPR, CCPA, HIPAA, and other regulations.
  • Provide strategic recommendations on using data lakes, data meshes, and serverless architectures to optimize data processing and storage.
  • Advise on implementing real-time streaming solutions, including Kafka, Kinesis, and Pub/Sub, to support AI-driven analytics.
  • Assess and recommend AI/ML-enabled data architectures that facilitate scalable feature engineering and model training pipelines.
  • Guide organizations in evaluating and adopting graph databases, NoSQL solutions, and modern data integration tools.
  • Act as a trusted advisor to C-level executives and business leaders, translating complex data challenges into strategic initiatives.
  • Collaborate with data scientists, engineers, and business analysts to enhance data accessibility and usability.
  • Drive innovation in data architecture to help organizations remain competitive and AI-ready.
  • Lead assessments of emerging data technologies and best practices to future-proof organizational data strategies.

Desired Qualifications

  • Certifications in cloud data platforms, such as AWS Certified Data Analytics, Azure Data Engineer, or GCP Professional Data Engineer.
  • Experience advising on Data Mesh and Data Fabric architectures.
  • Knowledge of graph databases and NoSQL solutions, including MongoDB, Neo4j, and Cassandra.
  • Background in data ethics, responsible AI, and AI governance frameworks.
  • More experienced candidates may be considered for appointment at the Principal/Director level.

About the Company

Boston Consulting Group

Global strategy and transformation consulting firm

BCG provides global management consulting, advising leaders in strategy and transformation across industries, with expertise in M&A, operations, pricing, sustainability, and AI. BCG X builds AI solutions, digital products, and new ventures by combining engineers, data scientists, designers, and venture builders for clients. Specialist units Inverto, Platinion, and Quantis support procurement, IT architecture, and sustainability, while the BCG Henderson Institute supplies research. The goal is to help clients achieve lasting performance improvements and durable value through strategic advisory plus hands-on technology execution.

Company size
10,001+
Company stage
Not listed
Total funding
Not listed
Headquarters
Boston, MA
Founded
1963

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