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NTT DATA

Enterprise Gen AI Solutions Architect

Posted 13 Hours Ago
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In-Office
Melbourne, Victoria, AUS
Senior level
In-Office
Melbourne, Victoria, AUS
Senior level
Lead design and delivery of enterprise-scale generative AI and multi-agent systems. Define reference architectures, RAG and vector knowledge layers, integration fabrics, observability, governance, and Responsible AI frameworks. Assess readiness, build roadmaps, coordinate cross-functional teams, and mentor engineering talent.
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Make an impact with NTT DATA
Join a company that is pushing the boundaries of what is possible. We are renowned for our technical excellence and leading innovations, and for making a difference to our clients and society. Our workplace embraces diversity and inclusion – it’s a place where you can grow, belong and thrive.

NTT DATA is looking for an Enterprise Gen AI Solutions Architect to deliver projects across AI transformation initiatives within top organisations in Australia.

The Enterprise Generative AI Architect serves as the ultimate technical authority for autonomous and agentic intelligence across the organization. This strategic leader defines reference architectures, assesses organizational readiness for Agentic AI, and builds secure, highly observable multi-agent ecosystems that bridge corporate data with advanced cognitive computing.

Key Responsibilities
  • Agentic Ecosystem Design: Architect large-scale multi-agent environments, defining patterns for agent orchestration, task delegation, context management, and cross-agent communication.
  • Reference Architecture Definition: Standardize frameworks for multi-agent orchestration, tool usage, short/long-term memory state management, guardrails, and human-in-the-loop validation.
  • Strategic Roadmap Construction: Evaluate complex client environments for Agentic AI readiness, identify structural gaps, and synthesize pragmatic business transformation roadmaps.
  • Enterprise Infrastructure & Governance: Engineer enterprise-grade cloud architectures across AWS, Azure, and GCP featuring deep observability, automated evaluation pipelines, robust monitoring, and cloud cost governance.
  • Responsible AI & Risk Mitigation: Architect foundational Responsible AI frameworks for agentic systems, delineating decision boundaries, accountability chains, bias mitigation protocols, and data provenance tracking.
  • Integration Layer Architecture: Design the enterprise integration fabrics—utilizing REST/APIs, event-driven architectures, Model Context Protocol (MCP), and bespoke connectors—to link autonomous agents to core business systems.
  • Knowledge Layer Optimization: Design distributed vector architectures, embedding pipelines, advanced indexing strategies, and RAG policies to grant autonomous agents access to enterprise knowledge bases at scale.
  • Technical Authority & Governance: Set global architectural standards, coordinate initiatives across DevOps, Security, and business stakeholders, and mentor senior engineering talent.
Required Technical Skills & Qualifications
  • Strong experience designing and implementing Generative AI solutions using Large Language Models (LLMs) such as Gemini, GPT, Claude, and open-source models.
  • Expertise in Retrieval-Augmented Generation (RAG), AI agents, prompt engineering, embeddings, vector search, and enterprise search architectures.
  • Deep understanding of enterprise AI solution patterns, including conversational AI, knowledge management, document intelligence, automation, and agentic workflows.
  • Experience integrating GenAI solutions with enterprise platforms
  • Proficiency in Python, SQL, API integration, microservices, containerisation, and Infrastructure as Code (Terraform preferred).
  • Hands-on experience with Google Cloud Platform will be well regarded.

Some of our Benefits

NTT DATA is a Global and Australian Top Employer, and holds Family Friendly Workplace accreditation. We believe in bringing out the best in you by providing an environment and flexibility that enables you to thrive at work and at home.

As part of the NTT DATA family, here is a small sample of the benefits you will enjoy:

  • Flexible and hybrid working 

  • Leave options that allow you to contribute to your community, study, or just take time to recharge.

  • A parental leave policy that supports parents and carers.

  • Income protection insurance

  • A comprehensive wellbeing program and associated benefits

Workplace type:


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 70 countries. We also offer clients access to a robust ecosystem of innovation centers as well as

established and start-up partners. NTT DATA is part of NTT Group, which invests over $3 billion each

year in R&D.


Equal Opportunity Employer
NTT DATA is proud to be an Equal Opportunity Employer with a global culture that embraces diversity. We are committed to providing an environment free of unfair discrimination and harassment. We do not discriminate based on age, race, colour, gender, sexual orientation, religion, nationality, disability, pregnancy, marital status, veteran status, or any other protected category. Join our growing global team and accelerate your career with us. Apply today.


Third parties fraudulently posing as NTT DATA recruiters 

NTT DATA recruiters will never ask job seekers or candidates for payment or banking information during the recruitment process, for any reason. Please remain vigilant of third parties who may attempt to impersonate NTT DATA recruiters whether in writing or by phone in order to deceptively obtain personal data or money from you. All email communications from an NTT DATA recruiter will come from an @nttdata.com email address. If you suspect any fraudulent activity, please contact us.

NTT DATA Melbourne, Victoria, AUS Office

Melbourne, Australia

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