AI/ML Solutions Architect at Aon Corporation

Singapore, , Singapore -

Full Time

Start Date

Immediate

Expiry Date

21 May, 26

Salary

0.0

Posted On

20 Feb, 26

Experience

5 year(s) or above

Remote Job

Yes

Telecommute

Yes

Sponsor Visa

Skills

Solution Architecture Diagrams, ML Engineering, AI Solution Design, Data Ingestion, Feature Engineering, Model Deployment, Model Monitoring, DevOps, MLOps, CI/CD Pipelines, Python, PySpark, SQL, Scalability, Microservices, RAG

Industry

Financial Services

Description

AI/ML Solutions Architect, Associate Director Aon is in the business of better decisions At Aon, we shape decisions for the better to protect and enrich the lives of people around the world. As an organization, we are united through trust as one inclusive team and we are passionate about helping our colleagues and clients succeed. What the day will look like Design end-to-end system architectures and propose appropriate technology stacks for AI/ML solutions. Contribute to and execute on the technology roadmap in partnership with the technical leadership team. Propose and drive proof-of-concept (PoC) initiatives to modernize and enhance existing applications and platforms. Clearly articulate and document the pros and cons of design decisions, with particular focus on scalability, performance, reliability, and cost. Collaborate closely with data scientists, data engineers, analysts, software developers, and business stakeholders to design and deliver high-performing, production-grade AI/ML and web applications. Provide technical guidance, troubleshooting, and support for existing applications and ML workloads as needed. Skills and experience that will lead to success Proven experience explaining proposed solutions using solution architecture diagrams that clearly show component interactions and data flows. Hands-on experience in ML engineering and end-to-end AI solution design, from data ingestion and feature engineering through to model deployment, monitoring, and operations. Strong familiarity with DevOps/MLOps practices, including CI/CD pipelines and model lifecycle management (e.g., testing, lineage tracking, versioning, monitoring and alerting). Proficiency in Python, PySpark, and SQL for data wrangling, transformation, and analysis. Deep interest and experience in designing for scalability, performance, and resilience; familiarity with traditional (e.g., layered, SOA) and modern (e.g., microservices, event-driven, cloud-native) system architecture patterns. Knowledge of GenAI solution patterns, including prompt engineering, fine-tuning, retrieval-augmented generation (RAG), model evaluation, and LLMOps. Strong understanding of relational databases and data warehouses, including query optimization and data modeling fundamentals. Working experience in agile development methodologies (e.g., Scrum, Kanban, Scrumban), including participation in ceremonies and iterative delivery. Nice to haves: Possesses a computer science/software engineer or related degree/post-graduate degree Has experience as a software engineer, development team lead, application architect Azure AI engineer associate/AWS Certified machine learning specialty or Databricks certified (Data Engineer or ML Engineer) How we support our colleagues In addition to our comprehensive benefits package, we encourage an inclusive workforce. Plus, our agile environment allows you to manage your wellbeing and work/life balance, ensuring you can be your best self at Aon. Furthermore, all colleagues enjoy two “Global Wellbeing Days” each year, encouraging you to take time to focus on yourself. We offer a variety of working style solutions for our colleagues as well. Our continuous learning culture inspires and equips you to learn, share and grow, helping you achieve your fullest potential. As a result, at Aon, you are more connected, more relevant, and more valued. Aon values an innovative and inclusive workplace where all colleagues feel empowered to be their authentic selves. Aon is proud to be an equal opportunity workplace. Aon provides equal employment opportunities to all employees and applicants for employment without regard to race, color, religion, creed, sex, sexual orientation, gender identity, national origin, age, disability, veteran, marital, domestic partner status, or other legally protected status. We are committed to providing equal employment opportunities and fostering an inclusive workplace. If you require accommodations during the application or interview process, please let us know. You can request accommodations by emailing us at ReasonableAccommodations@Aon.com or your recruiter. We will work with you to meet your needs and ensure a fair and equitable experience. #LI-HT1 2575800

Responsibilities

The role involves designing end-to-end system architectures and proposing technology stacks for AI/ML solutions while contributing to and executing the technology roadmap. This includes driving proof-of-concept initiatives to modernize platforms and clearly documenting design decisions focusing on performance and cost.