Business Architect

NTT DATA, Inc.; Castilla-La Mancha; On-site; EUR 43,000 - 72,000; Full time

Job summary

NTT DATA, Inc. seeks an AI & Knowledge Engineer to join its Business Architecture team in Guadalajara, MX. The role blends AI engineering with enterprise architecture to deliver scalable AI-enabled solutions.

You will design systems, implement advanced retrieval patterns, and collaborate across security, data, and technology teams to drive stakeholder value.

Qualifications

• Strong AI engineering capability combined with architectural thinking.
• Hands-on experience with MCP server, APIs, and services.
• Knowledge of BIZBOK and Business Architecture concepts.
• Ability to translate use cases into scalable AI-enabled solutions.
• Collaborates with security, data, and platform teams.

Responsibilities

• Design and build an MCP server, APIs, and services for governed enterprise data access.
• Develop AI agents, agentic workflows, and reusable AI services.
• Implement retrieval, RAG, vector databases, and provenance in workflows.
• Demonstrate systems thinking across governance, security, and integration patterns.
• Partner with Business Architects to improve methodology and outcomes.

Skills

AI engineering

LLMs

Agent frameworks

Python

Data integration

Security

Testing

Observability

Stakeholder skills

Tools

MCP

Bizzdesign

APIs

Job description

Req ID: 392274

NTT DATA strives to hire exceptional, innovative and passionate individuals who want to grow with us.

We are currently seeking a AI and Knowledge Engineer to join our team in Guadalajara, Jalisco (MX-JAL), Mexico (MX).

AI & Knowledge Engineer – Business Architecture

We are seeking an AI & Knowledge Engineer to join our Business and Strategic Enterprise Architecture practice as a peer to the Business Architects. This is not simply a development role; the candidate must combine strong AI engineering capability with architectural thinking, curiosity, stakeholder orientation, and the aptitude to build meaningful Business Architecture domain knowledge.

Design and build an MCP server, APIs, and services providing governed access to the Bizzdesign Business Architecture repository and related enterprise data.

Develop AI agents, agentic workflows, chatbot capabilities, and reusable AI services that improve Business Architecture productivity and stakeholder value.

Implement advanced knowledge patterns including RAG, vector databases, structured retrieval, provenance, and hybrid retrieval, reducing reliance on manually attached files.

Bring strong hands-on capability across LLMs, agent frameworks, MCP, APIs, Python/software engineering, data integration, security, testing, evaluation, and observability.

Develop sufficient knowledge of BIZBOK and Business Architecture concepts, including capabilities, value streams, information, strategy, initiatives, organization, and application relationships.

Act as a thought partner to Business Architects, identifying where AI, automation, and knowledge engineering can improve methodology, analytical depth, velocity, consistency, and stakeholder outcomes.

Translate Business Architecture use cases into scalable, reusable AI-enabled solutions, rather than one-off proofs of concept.

Demonstrate strong systems thinking and architectural aptitude, including the ability to understand complex information models, governance, ownership, security boundaries, and integration patterns.

Collaborate effectively with Business Architecture, AI/platform, data, security, and technology teams.

Demonstrate strong learning agility, communication, and stakeholder skills, with the aptitude and desire to span engineering, architecture, knowledge management, and practice innovation—not operate solely as a developer.

About NTT DATA

NTT DATA is a $30 billion business and technology services leader, serving 75% of the Fortune Global 100. We are committed to accelerating client success and positively impacting society through responsible innovation. We are one of the world's leading AI and digital infrastructure providers, with unmatched capabilities in enterprise-scale AI, cloud, security, connectivity, data centers and application services. our consulting and Industry solutions help organizations and society move confidently and sustainably into the digital future. As a Global Top Employer, we have experts in more than 50 countries. We also offer clients access to a robust ecosystem of innovation centers as well as established and start-up partners. NTT DATA is a part of NTT Group, which invests over $3 billion each year in R&D.

Whenever possible, we hire locally to NTT DATA offices or client sites. This ensures we can provide timely and effective support tailored to each client’s needs. While many positions offer remote or hybrid work options, these arrangements are subject to change based on client requirements. For employees near an NTT DATA office or client site, in‑office attendance may be required for meetings or events, depending on business needs. At NTT DATA, we are committed to staying flexible and meeting the evolving needs of both our clients and employees.

NTT DATA endeavors to make https://us.nttdata.com accessible to any and all users. If you would like to contact us regarding the accessibility of our website or need assistance completing the application process, please contact us at https://us.nttdata.com/en/contact-us.

This contact information is for accommodation requests only and cannot be used to inquire about the status of applications. NTT DATA is an equal opportunity employer. Qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability or protected veteran status. For our EEO Policy Statement, please click here. If you'd like more information on your EEO rights under the law, please click here. For Pay Transparency information, please click here.