Sustaining Engineer - Gen AI jobs in United States
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Marsh McLennan · 1 day ago

Sustaining Engineer - Gen AI

Marsh McLennan is a global leader in risk and management consulting, and they are seeking a Sustaining Engineer to support their Generative AI capabilities at the Dublin-based Innovation Centre. The role focuses on maintaining and improving AI systems to ensure reliability and performance, collaborating with cross-functional teams, and documenting processes.

Financial ServicesProfessional ServicesService Industry
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H1B Sponsor Likelynote

Responsibilities

Provide day-to-day support and maintenance for Generative AI systems and related infrastructure
Troubleshoot and resolve system issues, incidents, and bugs in a timely manner
Monitor system performance and implement continuous improvement initiatives to enhance stability and efficiency
Document system configurations, support procedures, and incident resolutions to build a comprehensive knowledge base
Collaborate with development teams to implement patches, upgrades, and process optimizations
Establish and maintain best practices for sustaining engineering, including standards for prompt engineering and solution reuse
Identify opportunities to automate support tasks and improve operational workflows

Qualification

Generative AI systemsFrontend frameworksBackend technologiesRESTful APIsKubernetesMongoDBLarge Language ModelsAgile environmentProblem-solving skillsCollaboration skills

Required

Experience supporting and maintaining modern software systems, ideally with exposure to frontend frameworks such as React, Vue, or Angular
Practical knowledge of backend technologies like NestJS, NodeJS, Python or similar stacks
Strong understanding of RESTful APIs and system integrations
Proven problem-solving skills with a focus on root cause analysis and resolution

Preferred

Experience with Kubernetes and/or MongoDB in a production support context
Understanding of Large Language Models (LLMs) and their operational considerations
Knowledge of prompt engineering techniques and retrieval-augmented generation (RAG) as applied to sustaining AI solutions
Strong collaboration skills and comfort working in Agile teams

Benefits

Professional development opportunities
Interesting work
Supportive leaders
Vibrant and inclusive culture
Career opportunities
Benefits and rewards to enhance your well-being

Company

Marsh McLennan

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Marsh McLennan (NYSE: MMC) is a global leader in risk, strategy and people, advising clients in 130 countries across four businesses: Marsh, Guy Carpenter, Mercer and Oliver Wyman.

H1B Sponsorship

Marsh McLennan has a track record of offering H1B sponsorships. Please note that this does not guarantee sponsorship for this specific role. Below presents additional info for your reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2025 (4)
2024 (2)
2023 (8)
2022 (6)
2020 (11)

Funding

Current Stage
Public Company
Total Funding
$11.2B
2024-10-30Post Ipo Debt· $7.25B
2024-02-14Post Ipo Debt· $1B
2023-09-06Post Ipo Debt· $1.6B

Leadership Team

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Joe Hayes
Senior Vice President, COO Private Client Services
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Katherine Brennan
SVP & General Counsel
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Company data provided by crunchbase