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What are the key skills and qualifications needed to thrive as a Customer Engineer, and why are they important?

To thrive as a Customer Engineer, you need a strong background in technical troubleshooting, systems integration, and relevant industry knowledge, often supported by a degree in computer science or engineering. Familiarity with operating systems, cloud platforms, networking tools, and certifications such as CompTIA, Microsoft, or Cisco are typically required. Excellent problem-solving abilities, communication, and customer service skills distinguish top performers in this role. These competencies ensure you can effectively resolve complex technical issues while delivering a positive client experience.

How does a Customer Engineer typically collaborate with sales and product teams to address client needs?

Customer Engineers play a crucial role in bridging the gap between clients and internal teams. They often join sales representatives during client meetings to provide technical expertise, clarify product capabilities, and address technical concerns in real time. Additionally, they work closely with product teams to relay customer feedback, suggest improvements, and stay updated on new features or releases. This collaboration ensures that customer requirements are met efficiently, and that both pre-sales and post-sales technical support are aligned with the company's offerings.

What are Customer Engineers?

Customer Engineers are technical professionals who provide support, installation, maintenance, and troubleshooting services for a company's products or systems, often directly at customer sites. They act as a bridge between the company and its clients, ensuring that technical issues are resolved swiftly and customer satisfaction is maintained. Customer Engineers may work in various industries, such as IT, manufacturing, or electronics, and are often responsible for training clients on product usage. Their role requires strong technical knowledge, communication skills, and the ability to solve problems efficiently.

What is the difference between Customer Engineer vs Technical Support Engineer?

AspectCustomer EngineerTechnical Support Engineer
Required CredentialsBachelor's degree in engineering, computer science, or related field; certifications like Cisco, Microsoft are commonAssociate or bachelor's degree; certifications like CompTIA, Cisco, or vendor-specific certifications
Work EnvironmentCustomer sites, offices, or remote; involved in pre-sales, deployment, and post-sales supportCall centers, support centers, or remote; focused on troubleshooting and issue resolution
Employer & Industry UsageTech companies, networking firms, cloud providers; involved in client solutions and technical consultingIT service providers, hardware/software vendors; primarily troubleshooting and support roles

In summary, Customer Engineers typically have a broader role involving pre-sales, deployment, and ongoing support, often working directly with clients and requiring certifications in networking or cloud technologies. Technical Support Engineers focus mainly on troubleshooting and resolving technical issues, usually within support centers. Both roles require technical certifications but differ in scope and work environment.

What is it like to work at Milliman?

Milliman is a professional services firm that values collaboration, innovation, and expertise, fostering a culture of mutual respect and open communication among its employees. The company's team structure is often organized around client relationships, with employees working in close-knit teams to deliver actuarial, consulting, and other services to clients across various industries. Working at Milliman may appeal to candidates who are passionate about making a meaningful impact in the fields of risk management, healthcare, and finance, and who value the opportunity to work with a global network of experienced professionals.
What are the most popular categories at Milliman?
Infographic showing various Customer Engineer job openings at Milliman in the United States as of May 2026, with employment types broken down into 100% Full Time. Highlights an 30% Physical, 2% Hybrid, and 68% Remote job distribution.
Lead AI & Machine Learning Engineer - IntelliScript (Remote)

Lead AI & Machine Learning Engineer - IntelliScript (Remote)

Milliman

Brookfield, WI • On-site, Remote

Full-time

Medical, Dental, Vision, Life, Retirement, PTO

This job post has expired today. Applications are no longer accepted.


Job description

What We Do
Milliman IntelliScript is a group of a few hundred experts in fields ranging from actuarial science to information technology to clinical practice. Together, we develop and deploy category-defining, data-driven, software-as-a-service (SaaS) products for a broad spectrum of insurance, health IT and life sciences clients. We are a business unit within Milliman, Inc., a respected consultancy with offices around the world.
Candidates who have their pick of jobs are drawn to IntelliScript's entrepreneurial and collaborative culture of innovation, excellence, exceptional customer service, balance, and transparency. Every single person has a voice in our company, and we challenge each other to push the outer limits of our full, diverse potential. And, we've shown sustained growth that ensures you'll have room to grow your skillset, responsibilities, and career.
Our team is smart, down-to-earth, and ready to listen to your best ideas. We reward excellence and offer competitive compensation and benefits. Visit our LinkedIn page for a closer look at our company, and learn more about our cultural values here.
Milliman invests in skills training and career development and gives all employees access to a variety of learning and mentoring opportunities. Our growing number of Milliman Employee Resource Groups (ERGs) are employee-led communities that influence policy decisions, develop future leaders, and amplify the voices of their constituents. We encourage our employees to give back to their varied professions, including leadership in professional organizations. Please visit our website to learn more about Milliman's commitments to our people, diversity and inclusion, social impact, and sustainability.
What this position entails
Milliman, Inc. is recognized as a top firm that provides data, products, and professional services to the insurance industry. IntelliScript is a practice within Milliman that provides health and life insurers with real-time data and underwriting decision support tools via software-as-a-service (SaaS). IntelliScript offers an innovative suite of products which interpret and deliver electronic medical data (such as prescription histories, diagnoses, treatment data, etc.) to help our clients make effective underwriting and pricing decisions. Our company offers a unique entrepreneurial culture that also promotes work/life balance. IntelliScript has enjoyed consistent growth and is the leader in the markets we serve.
This role will serve as a hands-on individual contributor with a strong emphasis on coding, platform delivery, and technical reviews. You will report to the Manager, AI & Machine Learning Engineering, and play a critical role in advancing our Models as a Service (MAAS) initiative, helping to modernize our AI and machine learning model delivery platform.
The role will contribute to complex data science projects requiring ML engineering expertise and knowledge of medical claims and Electronic Health Records (EHR). Leveraging expertise in GenAI, ML engineering, software development, and data science, you will deepen their understanding of current product capabilities and develop innovative solutions-such as advanced summarization and agentic workflows-to enhance them.
The Lead AI & Machine Learning Engineer will be responsible for developing, deploying, and industrializing sophisticated GenAI and machine learning solutions for healthcare, insurance and adjacent markets.
Key responsibilities include:
  • ML engineering efforts within the Models-as-a-Service (MAAS) platform, ensuring high-quality and scalable model delivery
  • Providing technical guidance, reviews, and mentorship to junior team members
  • Collaborating closely with the data science team, MAAS product owner, AI architect, and Manager, AI & Machine Learning Engineering to drive model and feature delivery from ideation through deployment
  • Ensuring the success of model-driven products across both technical and operational dimensions
  • Hands-on technical contribution to support the growth of MAAS and/or Data Science initiatives

What you will be doing
The key area of responsibility in the role of Lead AI & Machine Learning Engineer is to work as part of our MAAS Team and in conjunction with our data science and product teams, contribute to various aspects of AI & Machine Learning across our practice:
  • Lead end-to-end development, deployment, and maintenance of AI infrastructure and applications, from proof-of-concept to production and ongoing maintenance, ensuring seamless integration with IT, Product, and other departments
  • Collaborate closely with the Product Owner for Models as a Service, the AI architect, and other stakeholders to align technical and product objectives
  • Provide technical proficiency in AI/ML engineering and data science, including selection and optimization of frameworks, libraries, and tools
  • Development of MLOps, LLMOps, and AIOps solutions across the organization
  • Serve as a ML Engineer with deep expertise in driving innovative product features from concept to commercial reality
  • Peer review, audit, and enhance models and code developed by team members to ensure high standards and continual improvement

What we need
  • 10+ years of machine learning engineering, GenAI, and data science experience in one of the following industries: healthcare, insurance, clinical trials, or similar fields
  • Experience working with machine learning engineering and data science projects across the full life cycle from identifying customer need, to completing proof of concepts, to model building and validation, to implementation
  • Ability to contribute to cross-functional teams
  • Expert level knowledge of Python and SQL
  • Experience with other programming languages: R, PySpark
  • Ability to understand / read other programming languages: C#, Rust
  • Expert with cloud-based analytical solutions and distributed computing (Databricks)
  • Expert with converting on-premise solutions into cloud ready applications
  • Ability to create CI/CD workflows using Github and IaC technology (e.g. Terraform)
  • Expert with APIs, AWS Cloud Services and associated services (Lambda, Step Functions, AWS Batch etc..), and git
  • Strong programming aptitude (debugging, package design, dependency management, testing)
  • Understand how to build and design varying inference solutions (single and batch scoring)

What you bring to the table
  • Excellent communication skills, in person and through phone / email
  • Ability to understand and translate technical specs or model results in communication with clients and IntelliScript Lead management
  • Proven ability to understand client analytical needs, translate them into an action plan, then execute and deliver
  • Customer-centric approach to finding solutions
  • Focused on results and able to explain findings in a way that answers business problems
  • Constructive, "can do" approach to overcoming obstacles
  • Can quickly learn new techniques and technologies
  • Proactive in identifying process improvements
  • Strong work ethic, willing to pitch in wherever needed
  • Ability to manage projects and timelines, including directing the work of others

Wish List
  • Degree in a relevant field (computer science, data science, statistics, mathematics, applied math, actuarial science, economics, etc.)
  • Experience working in a HIPAA / PHI / PCI compliant environment

Location
The expected application deadline for this job is August 30, 2026. This position is open to remote work. Applicants must be willing to travel to the Milliman office in Brookfield, WI as needed and travel nationwide for meetings, conferences, and team events.
Compensation
The overall salary range for this role is $147,400 - $279,680.
For candidates residing in:
  • Alaska, California, Connecticut, Illinois, Maryland, Massachusetts, New Jersey, New York City, Pennsylvania, Virginia, Washington, or the District of Columbia the salary range is $169,510 - $279,680.

  • All other locations the salary range is $147,400 - $243,200.

A combination of factors will be considered, including, but not limited to, education, relevant work experience, qualifications, skills, certifications, etc.
Milliman Benefits
We offer a comprehensive benefits package designed to support employees' health, financial security, and well-being. Benefits include:
  • Medical, Dental and Vision - Coverage for employees, dependents, and domestic partners.
  • Employee Assistance Program (EAP) - Confidential support for personal and work-related challenges
  • 401(k) Plan - Includes a company matching program and profit-sharing contributions
  • Discretionary Bonus Program - Recognizing employee contributions
  • Flexible Spending Accounts (FSA) - Pre-tax savings for dependent care, transportation, and eligible medical expenses
  • Paid Time Off (PTO) - Begins accruing on the first day of work. Full-time employees accrue 15 days per year, and employees working less than full-time accrue PTO on a prorated basis
  • Holidays - A minimum of 10 paid holidays per year
  • Family Building Benefits - Includes adoption and fertility assistance
  • Paid Parental Leave - Up to 12 weeks of paid leave for employees who meet eligibility criteria
  • Life Insurance & AD&D - 100% of premiums covered by Milliman
  • Short-Term and Long-Term Disability - Fully paid by Milliman

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.
Equal Opportunity Employer/Protected Veterans/Individuals with Disabilities
This employer is required to notify all applicants of their rights pursuant to federal employment laws.
For further information, please review the Know Your Rights notice from the Department of Labor.

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About Milliman

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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.

Industry

Business management consulting

Company size

1,001 - 5,000 Employees

Headquarters location

Seattle, WA, US

Year founded

1947