Skip to content
Level

Prudential plc

AI & Data Solutions Architect

Prudential plc is hiring an AI & Data Solutions Architect. Level rates it ; you can apply on Prudential plc.

Level's read on this job

  • On Level's scale, this solutions architect role is Works on AI ●●●○: the daily work is on AI products, without building the model.
  • The posting mentions OpenAI, Azure OpenAI and MLflow among its tools and skills.
  • Level classes it as a senior role.
  • Prudential plc has 437 other open roles on Level.

AI in this role

openaiazure-openaimlflowdatabricks
ragml-opsai-automationai-evaluationnlpai-safety

Prudential’s purpose is to be partners for every life and protectors for every future. Our purpose encourages everything we do by creating a culture in which diversity is celebrated and inclusion assured, for our people, customers, and partners. We provide a platform for our people to do their best work and make an impact to the business, and we support our people’s career ambitions. We pledge to make Prudential a place where you can Connect, Grow, and Succeed.

Prudential Taiwan is accelerating the adoption of Artificial Intelligence, Generative AI, Analytics and Data capabilities to improve customer experience, distribution, operational effectiveness and decision-making. The AI & Data Solutions Architect is the lead technical authority within the PCALT Data & AI function, translating business requirements into scalable, secure and sustainable solutions.

Reporting directly to the Data & AI team’s Head of Strategic Focus, Governance & Platform, the role defines architecture standards and reusable solution patterns, leads technical design for strategic initiatives, and provides assurance from discovery through production. The successful candidate will combine strong AI and data architecture expertise with practical delivery experience and the ability to communicate effectively with business, technology, risk and governance stakeholders.

Job Description:

​ 

  • AI & Data Solution Architecture

    ·  
    • Lead end-to-end architecture and technical design for strategic AI, Generative AI, Analytics and Data solutions.·  
    • Translate business needs into practical architectures aligned with enterprise technology, security, data and Group standards.  
    • Develop and maintain reference architectures, reusable patterns, design principles and architecture documentation. 
    • Assess solution options, dependencies and technical trade-offs, and communicate clear recommendations to stakeholders.  
    • Provide architecture oversight from discovery and proof of concept through integration, production and ongoing optimisation.
  • AI, Machine Learning & Generative AI

    • Design enterprise solutions involving machine learning, Large Language Models, Retrieval-Augmented Generation, natural language processing and intelligent automation.  
    • Define patterns for agentic AI, including orchestration, memory, tool integration, access control, monitoring and human oversight.·  
    • Guide the selection of models, vector databases, model APIs, orchestration frameworks and build-buy-partner approaches.·  
    • Establish practices for grounding, prompt management, evaluation, content safety, response quality and model lifecycle management.
  • Data & Platform Architecture

    • Define data sourcing, ingestion, transformation, storage, access and integration requirements for AI and Analytics solutions.·  
    • Partner with Data Foundation and Technology teams to design trusted data products, APIs and reusable platform services.·  
    • Shape PCALT's AI and Data platform roadmap, including sandbox, development, test, deployment, monitoring and production capabilities.·  
    • Evaluate new platforms and tools based on business value, technical fit, security, cost and operational sustainability.
  • Engineering Standards & Delivery Enablement
    • Establish standards for AI SDLC, MLOps, LLMOps, testing, deployment, monitoring, observability and lifecycle management.·  
    • Provide technical guidance to AI engineers, data scientists, data engineers and delivery partners.·  
    • Conduct architecture and design reviews, resolve complex integration and scalability issues, and ensure production readiness.·  
    • Promote reusable components, deployment automation, source control, technical documentation and disciplined engineering practices.
  • Security, Governance & Responsible AI by Design

    • Embed security, privacy, technology risk, model governance and Responsible AI requirements from the start of solution design.·  
    • Partner with Governance, Risk, Compliance, Legal and Information Security teams to assess and mitigate technical and regulatory risks.·  
    • Define controls for identity, access, sensitive data, audit logging, third-party connectivity, monitoring and human review.·  
    • Support governance reviews, vendor assessments, audits and regulatory enquiries with clear technical evidence and documentation.
  • Business Engagement, Innovation & Technical Leadership

    • Facilitate discovery and solution design workshops with business, product, Data & AI and Technology stakeholders.·  
    • Assess use cases for value, technical feasibility, data readiness, complexity and risk, and support business-case development.·  
    • Research emerging AI, data and cloud technologies and recommend controlled adoption where relevant to PCALT priorities.·  
    • Serve as trusted technical advisor to the Chief Data & AI Officer and provide mentorship across the Data & AI community.·  
    • Collaborate with Group teams and strategic technology partners while communicating complex concepts clearly to technical and non-technical audiences.

Who We Are Looking For:
  • Bachelor's or Master's degree in Computer Science, Artificial Intelligence, Data Science, Engineering, Information Technology or a related discipline.
  • At least 10 years of experience in solution architecture, enterprise architecture, AI engineering, data architecture or software engineering.
  • Proven experience designing and delivering enterprise AI, Generative AI, machine learning or data solutions from concept to production.
  • Strong knowledge of LLMs, RAG, agentic AI, vector search, model APIs, cloud-native integration, APIs and modern data architecture.
  • Working knowledge of MLOps, LLMOps, model evaluation, monitoring, cybersecurity, privacy and Responsible AI.
  • Experience with Microsoft Azure, Azure OpenAI or Azure AI Foundry, Databricks, MLflow and relevant AI frameworks is preferred.
  • Experience in insurance, financial services or another regulated industry, including familiarity with Taiwan requirements, is advantageous.
  • Excellent analytical, communication and stakeholder management skills, with the ability to balance strategic direction and hands-on technical engagement.
  • Proficiency in English and Mandarin Chinese for collaboration with local and regional stakeholders.
Success Profile
  • Establish clear architecture standards that improve the consistency, scalability, security and maintainability of PCALT AI and Data solutions.
  • Enable delivery teams to move efficiently from discovery and experimentation into controlled production deployment.
  • Increase reuse of platforms, patterns, data products and technical components while strengthening collaboration across business, Data & AI, Technology and governance teams.

 

Prudential is an equal opportunity employer. We provide equality of opportunity of benefits for all who apply and who perform work for our organisation irrespective of sex, race, age, ethnic origin, educational, social and cultural background, marital status, pregnancy and maternity, religion or belief, disability or part-time / fixed-term work, or any other status protected by applicable law. We encourage the same standards from our recruitment and third-party suppliers taking into account the context of grade, job and location. We also allow for reasonable adjustments to support people with individual physical or mental health requirements.

How we rate this

AI & Data Solutions Architect at Prudential plc rates 73 out of 100 for how much of the daily work is AI. That makes it Works on AI (AI Level 3 of 4). The level is about AI in the job, not seniority.

Classification

Works on AI. The daily work is on AI products, without building the model.

  1. ●●●● Builds AI80 to 100
  2. ●●●○ Works on AI60 to 79
  3. ●●○○ Uses AI40 to 59
  4. ●○○○ Little AI0 to 39

Levels come from how often the tools, models and workflows of the role are named in the posting itself. Read the description and count the AI tools, models and workflows it names.

Prepare for this job

Built from this posting and from similar jobs on Level.

Skills and AI tools this role asks for

RAGML OpsAI AutomationAI EvaluationNLPAI SafetyOpenAIAzure OpenAI

Also common in solutions architect jobs at this level

Pay

Typical solutions architect job
$169k

This posting doesn't list pay. Use the typical solutions architect figure when pay comes up. See solutions architect jobs

Questions you could be asked

  1. How would you design a retrieval step so the model answers from real data instead of guessing?
  2. How do you monitor a model once it's live, and how do you know it needs retraining?
  3. Tell me about a workflow you automated with AI tools, end to end.
  4. How do you decide that one model's output is better than another's for a given task?
  5. What NLP problem have you worked on, and how did you measure whether it actually worked?

Adapt your resume

  • List these exact terms on your resume: RAG, ML Ops, AI Automation, AI Evaluation, and NLP. An applicant tracking system matches the wording, not the idea.
  • Attach one line of real, concrete experience to at least one of them. A tool named with nothing behind it rarely survives a human read.
  • Show where AI is part of your daily process, not a one-off project. This role expects it to be a running habit.

Want an expert to read your CV for this job?

Free. Send your CV and the role you want next. You get your review by email within 24 hours.

Get new solutions architect jobs (Works on AI ●●●○ or higher) by email

One email a week with the new solutions architect jobs (Works on AI ●●●○ or higher), each rated for how much AI is in the work. No recruiter spam, unsubscribe in one click.

Free. One email a week. Unsubscribe in one click.

Similar roles

Sales roles that work on AI, at other companies.

What kind of AI work fits you?

Answer 12 practical questions in about three minutes. Get a simple profile, the work it points to, and live roles to explore next.

Find my next step

More jobs at Prudential plc

More solutions architect jobs

Related searches

Same AI level