Senior AI Product Leader — Healthcare Analytics

Milliman, Inc; Chicago (IL); On-site; USD 151,000 - 250,000; Full time

Benefits offered by this job

Medical, Dental, Vision

401(k) with match

Discretionary bonus

Paid PTO

Parental leave

Job summary

Milliman's CMH Health practice seeks a Senior AI Product Manager to own technical direction and deliver quality for cross-system workstreams. You will partner with product owners, engineers, and healthcare experts to guide architecture decisions, verification and release practices, and remove delivery obstacles.

This technically engaged leadership role requires inspection of production behavior, building critical components, and coaching engineers toward stronger technical ownership while

Qualifications

• Bachelor's degree in Computer science, Engineering, or a related field.
• At least six years of relevant experience in software engineering, data-intensive systems, platform engineering, or closely related work.
• At least six months performing responsibilities comparable to this role, including technical direction, delivery ownership, and developing others.
• Strong production-software engineering skills, with the ability to inspect, debug, and improve implementations—not just describe proposed solutions.
• Experience designing and operating cloud-based systems on Azure or a comparable platform, including deployment, identity and access, observability, and operational reliability.
• Strong understanding of SQL, data modeling, APIs, and cross-system integration.
• Practical experience using AI-assisted development tools, with a disciplined approach to validating their output.
• Evidence of leading substantial technical work through delivery while managing dependencies, scope, and stakeholder expectations.
• Clear written and verbal communication, constructive technical pushback, and a record of helping other engineers become more capable.
• Curiosity about the business behind the software and a willingness to learn complex healthcare and actuarial workflows.

Responsibilities

• Lead pragmatic architecture and integration. Design service boundaries, APIs, data models, and integrations that balance reliability, security, performance, cost, and maintainability.
• Turn business needs into executable technical plans. Work with product owners and domain experts to clarify requirements, identify dependencies, and sequence small, testable increments.
• Own technical delivery commitments and raise scope, budget, or timing risks early.
• Build verification into delivery. Strengthen automated tests, data-quality controls, regression checks, and AI evaluation practices.
• Establish practical deployment, monitoring, rollback, and support practices.
• Guide the use of coding agents and other AI tools, including context management, generated-code review, evaluation, and appropriate human oversight.
• Create reusable engineering capabilities. Improve shared patterns and tooling where they solve demonstrated needs.
• Develop independent engineers. Delegate ownership, review designs and implementations, provide timely feedback.

Skills

Technical leadership

Architectural design

Code inspection

Communication

Delivery ownership

Education

Bachelor's degree in CS/Engineering

Tools

Azure

APIs

Databricks

Job description

Milliman's CMH Health practice seeks a Senior AI Product Manager to own technical direction and deliver quality for cross-system workstreams. You will partner with product owners, engineers, and healthcare experts to guide architecture decisions, verification and release practices, and remove delivery obstacles.

This technically engaged leadership role requires inspection of production behavior, building critical components, and coaching engineers toward stronger technical ownership while