Generative AI Architect

3 weeks ago

London, United Kingdom Boston Consulting Group Full time

Locations: Canary Wharf Boston Atlanta

Who We Are

BCG pioneered strategy consulting more than 50 years ago, and we continue to innovate and redefine the industry. We offer multiple career paths for the world's best talent to have a real impact on business and society. As part of our team, you will benefit from the breadth and diversity of what we are doing today and where we are headed next. We count on your authenticity, exceptional work, and strong integrity. In return we are committed to supporting you in discovering the most fulfilling career journey possible-and unlocking your potential to advance the world. Our team called Global Services (GS) provides corporate support to business areas such as Finance, Legal, HR, Marketing and IT. This diverse team of experts, operators and specialists represent all levels from Partner to entry level staff, operating across the globe in multiple countries. Global Services is in short, the backbone of BCG.

What You'll Do

The Generative AI Architect - Senior Manager plays a crucial role in our AI Center of Excellence (CoE), spearheading the design, deployment, and governance of generative AI solutions across the organization. This senior role demands a unique blend of technical expertise in AI, strategic vision, and hands-on experience with generative models, ensuring that AI initiatives drive business impact and align with organizational goals. The Generative AI Architect will work closely with diverse stakeholders-digital teams, enterprise architects, and governance bodies-to deliver scalable, ethical, and high-performance AI solutions that meet the highest standards across projects.

Key Responsibilities:

  • End-to-End Generative AI Architecture: Collaborate with digital teams, architects, and stakeholders to architect comprehensive AI solutions within the enterprise. Partner closely with teams, including Team Builder, Career Development (CD) Platform, and RevOps, to ensure seamless integration of AI solutions, maximizing their effectiveness across various business functions.

  • Solution Architecture for Early-Stage Initiatives: Lead the architectural design for early-stage generative AI projects, guiding proof-of-concept (PoC) and prototype development with the AI CoE. Prepare these projects for review by the Investment Committee (IC) to secure funding.

  • Cloud Engineering: Implement deployment strategies such as containerization, DevSecOps, CI/CD, performance monitoring, and logging using tools like Docker, Docker Compose, Kubernetes, and GitHub Actions.

  • API Management and Deployment: Oversee REST and GraphQL API design, model serving, and endpoint creation with tools like Flask and FastAPI.

  • Cloud-Based Model Deployment: Leverage cloud platforms like AWS (Lambda, S3, EC2, SageMaker) and Azure ML to facilitate scalable model deployment.

  • AI/ML Lifecycle Management: Manage model development, experiment tracking, version control, and deployment using tools such as MLflow, DVC, and Weights & Biases.

  • AI Governance and Risk Assessment: Actively engage with AI Governance frameworks and the Enterprise Architecture CoE to:

  • Assess generative AI solutions across digital teams, identifying potential risks such as technical debt or overlapping initiatives.

  • Evaluate generative AI proposals for IC review, ensuring alignment with organizational standards and assessing feasibility, stack compatibility, and build-vs-buy decisions.

  • Responsible AI Implementation: Partner with the Generative AI Platforms team to ensure Responsible AI principles and standards are woven into LLM evaluations and applications, promoting ethical and secure AI deployment.

  • Cross-Functional Collaboration: Serve as a subject matter expert on generative AI, guiding cross-functional teams, including digital, platform, and governance stakeholders. Promote knowledge-sharing, establish best practices, and contribute to a collaborative, AI-centric culture.

  • Strategic Planning & Innovation: Develop and execute architectural strategies and roadmaps in alignment with the company's vision. Stay updated on industry advancements to drive AI innovation and integrate cutting-edge practices.

  • Security and Compliance: Ensure that AI solutions comply with security protocols and regulatory standards, implementing necessary safeguards to mitigate AI-related risks.

  • Go-To-Market Strategy (GTM): Collaborate with onsite teams and senior architects to define go-to-market strategies for AI solutions, aligning development with client needs for impactful, effective implementations.



What You'll Bring

Required Skills & Qualifications:

  • Educational Background: Master's or Ph.D. in Computer Science, Machine Learning, AI, Data Science, or a related discipline.

  • Technical Expertise: Extensive experience in generative AI and machine learning frameworks, including models like GANs, VAEs, transformer-based architectures, and LLMs.

  • Solution and Enterprise Architecture Experience: Proven track record in designing and deploying AI architectures at scale, with strong capabilities in risk assessment and alignment with enterprise standards.

  • Governance and Standards Alignment: Experience in establishing or working within AI governance frameworks, focusing on risk mitigation, Responsible AI compliance, and adherence to organizational standards.

  • Leadership and Communication Skills: Exceptional interpersonal, leadership, and communication abilities, with a demonstrated capacity to work across teams, lead cross-functional projects, and communicate complex technical concepts to non-technical stakeholders.

Preferred Qualifications:

  • Cloud & MLOps Expertise: Proficiency in MLOps and AI lifecycle management, particularly for scalable deployments on platforms such as AWS, GCP, and Azure.

  • Responsible AI Knowledge: In-depth understanding of Responsible AI practices, particularly in generative AI, and experience in designing and implementing these within enterprise frameworks.

  • Thought Leadership: Contributions to AI and generative technologies through publications, presentations, or industry engagement are a strong advantage.

  • Technical Proficiency: Hands-on experience with cloud-based AI/ML solutions and programming languages (e.g., Python, PySpark), data modeling, and microservices. Experience with LLM orchestration on platforms like OpenAI on Azure, AWS Bedrock, GCP Vertex AI, or Gemini AI, alongside familiarity with MLOps tools (MLFlow, batch prediction, real-time endpoints) and DevOps tools like Azure DevOps, GitHub Actions, Jenkins, Terraform, and AWS CloudFormation.



Who You'll Work With

BCG's information technology group collaboratively delivers the latest digital technologies that enable our consultants to lead and our business to grow. For our IT jobs, we seek individuals with expertise in the areas of IT infrastructure, application development, business systems, collaborative and social technologies, information security, and project leadership.

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.
BCG is an E - Verify Employer. Click here for more information on E-Verify.

  • AI Solutions Architect

    4 weeks ago

    London, Greater London, United Kingdom C3 AI Full time

    About the RoleWe are seeking an experienced AI Solutions Architect to join our team at C3.ai. The ideal candidate will have a strong background in developing and deploying enterprise-scale AI applications.Job DescriptionThe successful candidate will work with large companies to build the next generation of AI-powered enterprise applications on the C3 AI...

  • Chief Cybersecurity Architect

    4 weeks ago

    London, Greater London, United Kingdom Generative Full time

    Job OverviewWe are seeking a skilled Chief Cybersecurity Architect to join our dynamic team at Generative. The ideal candidate will have over 10 years of experience in cybersecurity, with a focus on OT/IT environments.About the RoleAs a key member of our team, you will lead the development of innovative cybersecurity solutions that incorporate AI-driven...

  • Visionary AI Architect

    3 weeks ago

    London, Greater London, United Kingdom Artifact AI Full time

    Redefine accounting with intelligent AI agents, automating complex financial processes for businesses and accounting firms.Lead ML research and develop enterprise-grade AI agents to automate workflows. Drive technical vision and create robust AI agents handling bookkeeping, tax compliance, and more.Design scalable AI agents tackling real-world challenges in...

  • AI Generative Solutions Architect

    4 weeks ago

    London, Greater London, United Kingdom Amazon Full time

    Role Overview:We are seeking a highly skilled AI Generative Solutions Architect to join our team at Amazon. This role is part of the Generative AI Innovation Center, which helps AWS customers accelerate the use of Generative AI and realize transformational business opportunities.The successful candidate will partner with technology and business teams to...

  • Generative AI Architect

    3 weeks ago

    London, United Kingdom Boston Consulting Group Full time

    WHAT YOU'LL DO he Generative AI Architect - Senior Manager plays a crucial role in our AI Center of Excellence (CoE), spearheading the design, deployment, and governance of generative AI solutions across the organization. This senior role demands a unique blend of technical expertise in AI, strategic vision, and hands-on experience with generative models,...

  • Generative AI Solutions Architect

    3 weeks ago

    London, Greater London, United Kingdom Currys Full time

    Join us in revolutionising the world of technology. As a Generative AI Solutions Architect, you'll be responsible for delivering robust and efficient Gen AI and ML operations and architectures.Key ResponsibilitiesThis role will involve:Delivering solutions on other Gen AI platforms as prioritised by the AI Steering Committee and Transformation...

  • Senior AI Architect

    4 weeks ago

    London, Greater London, United Kingdom Stealth AI Startup Full time

    We are a stealth-mode startup revolutionizing AI orchestration with our groundbreaking Agentic platform, enabling seamless collaboration between human and AI agents. Backed by visionary founders with a proven track record, this role offers the opportunity to pioneer AI-driven innovation.About the OpportunityOur cutting-edge Agentic platform requires a...

  • Generative AI Architect

    3 weeks ago

    London, United Kingdom Boston Consulting Group Full time

    WHAT YOU'LL DO he Generative AI Architect - Senior Manager plays a crucial role in our AI Center of Excellence (CoE), spearheading the design, deployment, and governance of generative AI solutions across the organization. This senior role demands a unique blend of technical expertise in AI, strategic vision, and hands-on experience with generative models,...

  • Generative AI Architect

    3 weeks ago

    London, United Kingdom Boston Consulting Group Full time

    WHAT YOU'LL DO he Generative AI Architect - Senior Manager plays a crucial role in our AI Center of Excellence (CoE), spearheading the design, deployment, and governance of generative AI solutions across the organization. This senior role demands a unique blend of technical expertise in AI, strategic vision, and hands-on experience with generative models,...

  • Generative AI Architect

    3 weeks ago

    London, United Kingdom Boston Consulting Group Full time

    WHAT YOU'LL DO he Generative AI Architect - Senior Manager plays a crucial role in our AI Center of Excellence (CoE), spearheading the design, deployment, and governance of generative AI solutions across the organization. This senior role demands a unique blend of technical expertise in AI, strategic vision, and hands-on experience with generative models,...

  • Generative AI Architect

    3 weeks ago

    London, United Kingdom Boston Consulting Group Full time

    WHAT YOU'LL DOhe Generative AI Architect - Senior Manager plays a crucial role in our AI Center of Excellence (CoE), spearheading the design, deployment, and governance of generative AI solutions across the organization. This senior role demands a unique blend of technical expertise in AI, strategic vision, and hands-on experience with generative models,...

  • Generative Ai Architect

    3 weeks ago

    London, United Kingdom Boston Consulting Group Full time

    WHAT YOU'LL DOhe Generative AI Architect - Senior Manager plays a crucial role in our AI Center of Excellence (CoE), spearheading the design, deployment, and governance of generative AI solutions across the organization. This senior role demands a unique blend of technical expertise in AI, strategic vision, and hands-on experience with generative models,...

  • Senior Generative AI Specialist

    4 weeks ago

    London, Greater London, United Kingdom Sacher AI Full time

    **Job Summary:**Sacher AI is looking for a skilled Senior Generative AI Specialist to join our team. As a key member of our AI Research and Innovation Lab, you will lead the advancement of LLM and generative AI projects, managing the entire lifecycle from concept to deployment.**About Us:**We are a small but fast-growing team at an exciting stage of...

  • Lead Generative AI Solutions Architect

    4 weeks ago

    London, Greater London, United Kingdom ENGINEERINGUK Full time

    ENGINEERINGUK is a global leader in providing cutting-edge solutions for its clients. We are seeking an experienced Lead Generative AI Solutions Architect to join our team. We are looking for a talented individual who can design and develop innovative generative AI algorithms to address real-world challenges. As a Lead Generative AI Solutions Architect, you...

  • Generative AI Specialist Solution Architect

    4 weeks ago

    London, Greater London, United Kingdom Amazon Full time

    Amazon is seeking a highly skilled Generative AI Specialist Solution Architect to join its EMEA Generative AI team. The ideal candidate will have expertise in deep data science knowledge, leveraging AWS tools, services, and data science techniques to drive customer growth through Generative AI workloads and AWS GenAI revenue.About the RoleThis is an exciting...

  • AI Architect

    1 week ago

    London, Greater London, United Kingdom Amazon Full time

    About the RoleWe are seeking a skilled AI Architect to join our team at Amazon. This role is responsible for designing and implementing cutting-edge generative AI algorithms to address real-world challenges.The successful candidate will collaborate with ML scientists and engineers to research, design, and develop innovative solutions using AWS services.Key...

  • Lead Data Architect for Generative AI Innovation

    4 weeks ago

    London, Greater London, United Kingdom ENGINEERINGUK Full time

    The Generative AI Innovation Center at AWS is a strategic team that helps customers implement generative AI solutions and realize transformational business opportunities. This team of strategists, data scientists, engineers, and solution architects work with customers to build bespoke solutions that harness the power of generative AI.Job DescriptionAs an ML...

  • Cloud Software Architect for AI Safety

    4 weeks ago

    London, Greater London, United Kingdom AI Safety Institute Full time

    The AI Safety Institute is a pioneering organization at the forefront of developing safety evaluations for next-generation frontier AI systems. Our platform is the backbone of this critical initiative, and we're seeking an experienced Cloud Software Architect to join our Platform Engineering team.This is an exceptional opportunity to drive innovation in an...

  • Generative AI Solution Architect

    3 weeks ago

    London, Greater London, United Kingdom Boston Consulting Group Full time

    Unlock Business Potential with Generative AIBoston Consulting Group is seeking a seasoned Generative AI Solution Architect - Strategic Innovation Leader to spearhead the design, deployment, and governance of cutting-edge generative AI solutions across the organization.About the Role:This senior role demands a unique blend of technical expertise in AI,...

  • AI Solutions Architect

    3 hours ago

    London, Greater London, United Kingdom Amazon Full time

    Job Title:AI Solutions ArchitectAbout the Role:We are seeking a highly skilled AI Solutions Architect to join our team in AWS EMEA SARL (UK Branch). As an AI Solutions Architect, you will be responsible for designing and implementing cutting-edge Generative AI solutions to drive customer growth and revenue. The ideal candidate will have a strong background...