Business Engagement and AI Solutions Lead
Marsh & McLennan Companies3 months ago
Singapore, SingaporeStaff+
Responsibilities
- Lead business engagement with Risk Engineers and subject-matter experts, including requirements workshops and user-story capture.
- Design enterprise AI systems covering ingestion, vector indexing, retrieval, LLM orchestration, APIs, frontend, storage, and monitoring.
- Define AI/RAG approaches, prompt-engineering playbooks, and technology selections.
- Ensure solutions meet security, compliance, privacy, governance, PII-handling, and responsible-AI standards.
- Design application UX flows and wireframes in collaboration with engineering teams.
- Lead code and architecture reviews, mentor engineering teams, and oversee delivery.
Requirements
- Expert-level Python proficiency and production-grade coding skills.
- Proficiency in at least one additional language such as TypeScript, Java, Go, or Scala.
- 12+ years of technology experience with significant hands-on solution architecture, AI/ML engineering, and system delivery experience.
- At least 5 years designing, developing, and deploying AI/ML solutions in production enterprise environments.
- Experience with AI/ML frameworks, generative AI, retrieval-augmented generation, NLP, document intelligence, cloud platforms, containerization, CI/CD pipelines, and enterprise data architecture.
- Strong stakeholder communication skills and the ability to translate business needs into technical requirements and lead workshops.
- Bachelor’s or Master’s degree in Computer Science, Information Technology, Engineering, Data Science, Machine Learning, or a related field.
- Preferred qualifications include a relevant master’s degree, insurance or financial-services experience, speech-to-text/OCR/image-captioning experience, AI/ML research or open-source contributions, thought leadership, advanced MLOps and AI governance expertise, and relevant professional certifications such as AWS ML Specialty, Azure Data Scientist, GCP Professional ML Engineer, or TOGAF.
Benefits
- Hybrid work arrangement requiring at least three days per week in the local office or onsite with clients.
- Professional development opportunities, interesting work, supportive leadership, and an inclusive and flexible workplace.
- Career opportunities and benefits and rewards intended to support employee well-being.
Categories
About Marsh & McLennan Companies
Marsh McLennan is a global professional services firm providing risk, insurance and reinsurance brokerage, health, wealth, and management consulting to corporations, governments, and nonprofits. It operates through Marsh, Guy Carpenter, Mercer, and Oliver Wyman, earning fees and commissions for advisory, analytics, and placement services. Founded in 1905 and headquartered in New York, it is publicly traded on the NYSE under the ticker MMC.