AI Architect
Prudential plc9 months ago
Singapore, SingaporeSenior
Responsibilities
- Develop and maintain AI, ML, and GenAI architecture aligned with organizational goals.
- Identify AI adoption opportunities and create strategic implementation plans.
- Design and implement AI and ML models for complex business problems.
- Develop reusable AI and GenAI capabilities and infrastructure, including MCP servers, RAG frameworks, agentic frameworks, A2A and A2M protocols, and model APIs.
- Collaborate with data scientists, engineers, and business stakeholders to integrate AI into products and services.
- Establish MLOps and LLMOps best practices for model development, deployment, and maintenance.
- Monitor AI system performance and optimize scalability, efficiency, and accuracy.
- Conduct experiments, validate models, and improve existing AI solutions.
- Provide technical leadership and mentorship to team members.
- Research emerging AI technologies and recommend adoption strategies.
Requirements
- 7+ years of experience in AI, ML, GenAI development, and architecture.
- Strong working knowledge of machine learning, deep learning, NLP, LLMs, agentic flows, and prompt engineering.
- Proficiency with AI/ML frameworks such as TensorFlow and PyTorch.
- Experience with AWS, Azure, GCP, MLOps, and LLMOps practices.
- Expertise in Python, R, data engineering concepts, data architecture, model deployment, and scalable AI systems.
- Experience with big data technologies and distributed computing; Databricks Data Engineering and AI/ML experience is a plus.
- Demonstrated experience developing and implementing GenAI projects in production.
- Knowledge of data governance, security, and compliance in AI systems.
- Strong problem-solving, analytical, communication, and stakeholder management skills.
- Experience building AI or GenAI solutions in insurance or financial institutions is a plus.
- AI or GenAI-related certifications are advantageous.
- Bachelor's or master's degree in STEM.
- Fluency in written and spoken English.
Benefits
- Prudential describes an inclusive, equal-opportunity workplace and supports reasonable adjustments for individual physical or mental health requirements.
Tech Stack
Categories
About Prudential plc
Prudential plc provides life and health insurance and asset management for consumers across Asia and Africa, including through its Eastspring Investments arm. The public company is headquartered in Hong Kong with dual primary listings in Hong Kong and London, and traces its origins to 1848 in the UK. Its products span protection, savings, and retirement, distributed via agents, bancassurance partners, and digital channels.