Lead Data Scientist - IntelliScript (Remote)

What We DoMilliman 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 entailsMilliman, 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, where our scoring products are industry standards.The Lead Data Scientist will be integral as we continue to bring innovative new products to market in response to client needs and opportunities. The Lead Data Scientist will build upon their data science, machine learning, and/or GenAI and Natural Language Processing (NLP) expertise to develop intimate knowledge of our current product capabilities and provide advanced analytical expertise to enhance these products through new solutions. Projects will include construction, validation, documentation and delivery of sophisticated GenAI and machine learning solutions for a variety of healthcare-related problems.What you will be doingThe key area of responsibility in the role of Lead Data Scientist is to work in conjunction with our business development and product teams to develop and implement commercially viable model-based solutions to the healthcare, insurance, life sciences and adjacent markets.Research, develop, deploy, and maintain traditional AI/ML models following industry best practicesWork extensively with available GenAI models; construct exciting solutions to internal and external use cases across markets and enhance our internal capabilities through centralized internal tooling and thought leadershipCoordinate with Product, Business Development, ML Engineering, and IT to bring new and exciting data science products to market, as well as support existing industry leading productsHelp drive best practices and continuous improvement on the data science team; influencing model design and experimentation strategy through planning, audit, peer review, and other coachingWhat we need10+ years of professional experience using AI/ML to create high return on investment commercial data science solutionsExpertise with Electronic Health Records or unstructured data analysisExpert data scientist with demonstrable capability building traditional AI/ML modelsSupervised Learning: Linear/logistic regression, decision trees, random forests, gradient boosting (XGBoost, LightGBM, CatBoost), and ensemble methodsUnsupervised Learning: K-means clustering, hierarchical clustering, PCA, and anomaly detection algorithmsModel Validation: Cross-validation strategies, hyperparameter optimization (Grid Search, Random Search, Bayesian optimization), and A/B testing frameworksDeep Learning Architectures: Neural networks, transformers, and transfer learning methodologiesNLP Algorithms: Text preprocessing, TF-IDF, word embeddings (Word2Vec, GloVe), topic modeling (LDA), sentiment analysis, and named entity recognitionExpert understanding of NLP and generative AI; able to effectively use, fine-tune, and evaluate commercially available models as well as deploy and integrate local LLMs into the data science processHands-on experience building GenAI applications (e.g., RAG systems, LLM evaluation frameworks, or GenAI-powered internal tools)Expert level Python programmer, with some experience in R and/or SQLExpert user of Databricks or similar cloud-based model development ecosystem including mlflow, experimentation organization, data catalogs, and compute cluster configurationSufficient understanding of software engineering best practices such as Git for version control, unit testing, local development, and environment managementKnowledge of ML Engineering and ML Ops related concepts and tools including CICD pipelines, GitHub Actions, Docker, AWS Lambda, and LinuxDegree in a relevant field (computer science, data science, statistics, mathematics, applied math, actuarial science, economics, etc.)What you bring to the tableExcellent communication skills, in person and through phone / emailProven ability to understand client analytical needs, translate them into an action plan, then execute and deliverCustomer-centric approach to finding solutionsFocused on results and able to explain findings in a way that answers business problemsConstructive, “can do” approach to overcoming obstaclesCan quickly learn new techniques and technologiesProactive in identifying process improvementsStrong work ethic, willing to pitch in wherever neededThrive in a small team, without micromanagementAbility to manage projects and timelines, including directing the work of others Wish ListPhD in relevant field or Actuarial designation (FCAS/FSA)Experience in one of the following industries: healthcare, insurance (L&H or P&C), finance, life sciences, or similar fieldsExperience at an InsurTech or FinTechPast experience working in a HIPAA / PHI / PCI compliant environmentLocationThe expected application deadline for this job is December 31, 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.CompensationThe overall salary range for this role is $117,500 - $249,780. For candidates residing in:Alaska, California, Connecticut, Illinois, Maryland, Massachusetts, New Jersey, New York City, Pennsylvania, Virginia, Washington, or the District of Columbia:$135,125 - $222,985 if overall experience is less than 15 years; and$151,340 - $249,780 for experience greater than 15 years.All other states:$117,500 - $193,900 if overall experience is less than 15 years; and$131,600 - $217,200 for experience greater than 15 years.A combination of factors will be considered, including, but not limited to, education, relevant work experience, qualifications, skills, certifications, etc.BenefitsWe 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 partnersEmployee Assistance Program (EAP) – Confidential support for personal and work-related challenges401(k) Plan – Includes a company matching program and profit-sharing contributionsDiscretionary Bonus Program – Recognizing employee contributionsFlexible Spending Accounts (FSA) – Pre-tax savings for dependent care, transportation, and eligible medical expensesPaid 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 basisHolidays – A minimum of 10 paid holidays per yearFamily Building Benefits – Includes adoption and fertility assistancePaid Parental Leave – Up to 11 weeks of paid leave for employees who meet eligibility criteriaLife Insurance & AD&D – 100% of premiums covered by MillimanShort-Term and Long-Term Disability – Fully paid by MillimanEqual OpportunityAll 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. #LI-Remote#IntelliScriptJob SummaryRequisition Number: LEADD010511Job Category: AnalystSchedule: Full-Time