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Senior Product Failure Analysis Engineer
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OR
- $140,830 to $198,820 USD / year
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Milliman

Senior Forward Deployed Actuary

Brookfield, WI, United States

Remote

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Job details

Workplace: Remote
Posting language: English
Posted: Nov 2, 2026

Original job description

NOTE: Individual(s) must be legally authorized to work in the United States without the need for immigration support or sponsorship from Milliman now or in the future.

Background The rapid evolution of artificial intelligence (AI) presents a transformative opportunity for Milliman to enhance operational efficiency and deliver innovative client solutions. To accomplish this goal, a new practice, named Milliman AI Solutions, was established in January 2026. This practice ensures focused investment, governance, and accountability, enabling the firm to accelerate development, manage risk, and capitalize on emerging technologies. This initiative reflects a commitment to building a sustainable, business-driven AI capability that aligns with Milliman’s long-term growth objectives.

Role Purpose Milliman AI Solutions is seeking a Senior Forward Deployed Actuary to establish and refine the business engagement and engineering capability within the practice. This role will help respond to increasing internal and client demand for AI transformation services, bridging expert workflow redesign, AI solution co-design, and implementation readiness.

This role is intended for an experienced professional who combines insurance domain understanding, business consulting skills, applied AI fluency, and the ability to translate complex client workflows into practical AI-enabled transformation opportunities. The individual will support practices – Milliman’s consulting and product businesses – in client conversations, proposal development, diagnostic workshops, use case prioritization, AI solution framing and prototyping, and the transition from AI ambition to tangible business value.

Working closely with practice leaders, domain experts, AI engineers and AI architects, the Senior Insurance Applied AI Engineer will map and redesign workflows, capture expert knowledge, identify where enterprise AI tools and agentic systems can create value, and shape AI implementation pathways that are credible and aligned with practices and client operating realities.

Over time, the person taking on this role should have the potential to operate as a lead in the business engagement and engineering team within AI Solutions, refining its engagement model, developing reusable methods and assets, coordinating demand across practices, and enabling a scalable capability that connects client transformation needs with Milliman’s AI design and delivery expertise.

Key Responsibilities:

Internal & Client AI Business Engagement

Support practices in responding to increasing client demand for AI transformation capabilities, from early opportunity shaping through diagnostic workshops, proposal development, and AI use case development engagements.
Translate client strategic priorities, target operating model, and workflow pain points into actionable AI transformation roadmaps, use case portfolios, and AI implementation pathways.
Help internal and external clients move beyond isolated AI pilots by connecting AI use cases to measurable business value, adoption requirements, and delivery at scale.

Workflow Mapping, Redesign & Expert Knowledge Capture

Map current-state insurance workflows, decision processes, handoffs, controls, data flows, expert reasoning patterns, and pain points across actuarial, underwriting, claims, reporting, compliance, and related business domains.
Redesign target workflows around AI-enabled delivery, balancing automation, expert judgment, human oversight, governance, auditability, and change management.
Capture and structure expert knowledge into AI-ready artifacts, including reasoning workflows, mental maps, process documentation, prompt patterns, knowledge bases, evaluation criteria, and requirements for agentic workflows.

AI Solution Co-Design & Enterprise Tool Enablement

Co-design practical AI-enabled solutions with business experts, AI engineers, and product owners, ensuring that AI solutions are grounded in real workflows and implementation constraints.
Advise clients and internal teams on the effective use of enterprise AI tool ecosystems, including approved generative AI tools, knowledge assistants, agentic workflow platforms, document intelligence capabilities, evaluation methods, and responsible AI controls.
Define requirements, success measures, validation approaches, adoption considerations, and handoff materials that enable AI engineers to move from concept to prototype, MVP, and scalable implementation.

Expected Capabilities & Tooling Fluency

Insurance workflows mapping and optimization: Strong understanding of insurance workflows and the ability to engage credibly with domain experts across actuarial, underwriting, claims, reporting, compliance, risk, or adjacent functions. Demonstrated ability to map business processes, structure expert knowledge, identify improvement opportunities, and translate ambiguous business problems into practical solution requirements.
Delivery collaboration: Ability to work with domain experts, AI engineers and Technology teams on requirements, prototype framing, evaluation, architecture considerations, security constraints, deployment options, and production-readiness gaps.
Enterprise AI tool ecosystem: Practical understanding of how business users, hybrid users, and technical teams apply enterprise AI tools across chat, coding, active agents, workflow automation, document intelligence, data analysis, and prototyping environments.
Generative AI and agentic systems: Working fluency with LLMs, prompt design, retrieval-augmented generation, knowledge assistants, agentic workflows, evaluation approaches, human-in-the-loop design, and responsible AI principles.

Qualifications:

Bachelor’s or Master’s degree in Actuarial Science, Engineering, Computer Science, Applied Mathematics, Data Science, Business, Finance, Insurance, or a related quantitative or business field.
6–8 years of relevant professional experience in insurance, actuarial consulting, business transformation, operations, data management, technology-enabled consulting, or related fields.
Experience supporting business development, proposal writing, client workshops, solution scoping, or transformation roadmap development.
Excellent communication and stakeholder management skills, with the ability to bridge senior business leaders, subject matter experts, AI engineers, Technology teams, and client delivery teams.
Entrepreneurial mindset, structured problem-solving, commercial awareness, and willingness to build a new capability within a fast-evolving AI Solutions practice.

LOCATION:

This is a remote role. The expected application deadline for this job is November 6th, 2026

COMPENSATION:

The overall range for this role is $168,402 - $319,408. For candidates residing in:

Alaska, California, Connecticut, Illinois, Maryland, Massachusetts, New Jersey, New York City, Pennsylvania, Virginia, Washington, or the District of Columbia the range is $193,662 - $319,408
All other locations the range is $168,402 - $277,746

A combination of factors will be considered, including, but not limited to, education, relevant work experience, qualifications, skills, certifications, etc.

ABOUT MILLIMAN:

Independent for over 77 years, Milliman delivers market-leading services and solutions to clients worldwide. Today, we are helping companies take on some of the world’s most critical and complex issues, including retirement funding and healthcare financing, risk management and regulatory compliance, data analytics and business transformation.

Through a team of professionals ranging from actuaries to clinicians, technology specialists to plan administrators, we offer unparalleled expertise in employee benefits, investment consulting, healthcare, life insurance and financial services, and property and casualty insurance.

EQUAL OPPORTUNITY:

All qualified applicants will receive consideration for employment, without regard to race, color, religion, sex, sexual orientation, national origin, disability, or status as a protected veteran.

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More about this job

Skills

Workflow
Prioritization
Underwriting
Reporting
Regulatory compliance
Change management
Documentation
Business processes
Identify process improvements
Collaboration
Actuarial science
Computer science
Data management
Sales
Communication skills
Stakeholder management
Problem solving

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