Jobs › Health Care Service Corporation

Sr. Director of Data Science Engineering

Health Care Service Corporation · Chicago, IL · $161,500–$299,700 a year · Full time

Posted Jun 26, 2026 · We last checked this listing on Oct 6, 2026

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Likely interview questions for this role

Written from this job description, not a generic list. Each one notes what the interviewer is really checking.

About your past

Tell me about an ML solution your team took from a data scientist's prototype to reliable production use.

What they are checking: Whether they have actually closed the gap between research and production.

How do you build and grow a team of machine learning engineers? What do you look for when hiring?

What they are checking: Whether they have a clear philosophy for building engineering talent.

Tell me about a time you pushed back on deploying a model that was not ready.

What they are checking: Whether they protect reliability and members even under pressure to ship.

What would you do

Data scientists want flexibility and IT wants control. How do you set standards that both can live with?

What they are checking: Whether they can balance speed and governance across groups with different incentives.

A model in production starts giving bad results during a critical business period. Walk me through your response.

What they are checking: Whether they have incident discipline, including rollback, communication and root cause.

How do you decide when to build ML infrastructure in-house versus buying a platform?

What they are checking: Whether they weigh cost, skills and long-term flexibility rather than defaulting to one approach.

About the work

Describe the MLOps platform and practices you would want in place for a team putting many models into production.

What they are checking: Whether they have a clear view of deployment, monitoring and reliability at scale.

How do you monitor a production model for drift, and what happens when you detect it?

What they are checking: Whether they have concrete monitoring and response processes rather than just dashboards.

What extra controls do you need when deploying models that use member health data?

What they are checking: Whether they understand privacy, security and fairness concerns in a health insurer.

How do you measure the business value of a model after it is deployed?

What they are checking: Whether they tie engineering work to real outcomes, which the posting stresses.

How would you build a strategic plan for the Data Science Engineering function over the next two years?

What they are checking: Whether they can align engineering investment with organizational goals.

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The full job description

As published by Health Care Service Corporation.

At HCSC, our employees are the cornerstone of our business and the foundation to our success. We empower employees with curated development plans that foster growth and promote rewarding, fulfilling careers. Join HCSC and be part of a purpose-driven company that will invest in your professional development. Job Summary HCSC is recruiting for a leader in our Data Science Engineering function. The team is responsible for the engineering practices that bring AI and machine learning solutions to production at scale, including model deployment, MLOps, monitoring, and reliability. The Senior Director will lead a team of machine learning engineers who partner closely with data scientists, product managers, and IT to operationalize AI/ML solutions that deliver tangible business value. This role is situated within the Data Science & AI Solutions team at HCSC, the central hub of data science work within the organization. Join our team of driven, fun, and accomplished builders, and help us advance HCSC’s mission: to do everything in our power to support our members, in sickness and in health. Please note, this is a HYBRID position and will require 3 days/week in-office hours at the respective office location. Job Responsibilities: • Develop and implement strategic plans for the Data Science Engineering function, aligning with the organization’s objectives. • Lead a team of machine learning engineers to design, build, and operationalize scalable AI/ML solutions in collaboration with data scientists, product managers, and business stakeholders. • Establish and evolve MLOps practices, including CI/CD pipelines, model deployment, monitoring, and lifecycle management for both traditional ML and generative AI systems. • Architect and oversee scalable, secure, and reliable infrastructure for model training, inference, and serving on cloud platforms. • Drive engineering best practices include code quality, automated testing, observability, reproducibility, and responsible AI principles. • Partner with IT, platform, and data engineering teams to integrate AI/ML solutions into enterprise systems and workflows. • Ensure policies and procedures align with the corporate vision, regulatory requirements, and industry best practices. • Foster effective communication and collaboration within the team, stakeholders, and management. • Recruit, develop, and evaluate personnel to ensure the efficient operation of the Data Science Engineering team. • Serve as a liaison and support effective communication and strategy between the team and stakeholders. • Oversee the budget and operations of the function, ensuring efficient resource allocation and alignment with goals. Required Job Qualifications: Bachelor’s degree and 7 years of work experience in a computer science, engineering, or related field OR Master’s degree and 6 years of work experience in a computer science, engineering, or related field OR Ph.D. and 4 years of work experience in a computer science, engineering, or related field • 4 years management or leadership experience. • Learning and growth mindset. • Customer-focused. • Interpersonal, verbal and written communication skills. • Must demonstrate proficiency in at least five and mastery in one of the following six areas: 1) software engineering and version control practices 2) machine learning model development and evaluation 3) MLOps, CI/CD, and model deployment 4) a high-level programming language (e.g., Python) 5) generative and agentic AI 6) understanding of healthcare. • Iterative and agile development practices. • Independently delivering or leading the delivery of machine learning engineering solutions for multiple complex analytics or data science projects and products. • Overseeing the annual budget and allocating resources for various projects and operational needs. • Translating needs and initiatives into compelling business cases. • Conducting cost-benefit analyses to justify investments and ensure ROI. Preferred Job Qualifications: • Master’s degree in a computational field, or Bachelor’s degree with significant healthcare experience • Experience with cloud platforms (AWS, Azure, or GCP) and cloud-native ML services • Experience with containerization (Docker, Kubernetes) and infrastructure-as-code • Experience with MLOps tooling (e.g., MLflow, Kubeflow, SageMaker, Azure ML, Databricks) • Experience deploying and operating generative AI / LLM-based solutions, including LLMOps, RAG architectures, and vector databases • Experience with model monitoring, drift detection, and responsible AI tooling LI-HYBRID LI -AZ1 Are you being referred to one of our roles? If so, ask your connection at HCSC about our Employee Referral process! Pay Transparency Statement: At Health Care Service Corporation, you will be part of an organization committed to offering meaningful benefits to our employees to support their life outside of work. From health and wellness benefits, 401(k) savings plan, pension plan, paid time off, paid parental leave, disability insurance, supplemental life insurance, employee assistance program, paid holidays, tuition reimbursement, plus other incentives, we offer a robust total rewards package for employees. Learn more about our benefit offerings by visiting https://careers.hcsc.com/totalrewards . The compensation offered will vary depending on your job-related skills, education, knowledge, and experience. This role aligns with an annual incentive bonus plan subject to the terms and the conditions of the plan. HCSC Employment Statement: We are an Equal Opportunity Employment employer dedicated to providing a welcoming environment where the unique differences of our employees are respected and valued. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, protected veteran status, or any other legally protected characteristics. Base Pay Range $161,500.00 - $299,700.00 Exact compensation may vary based on skills, experience, and location.

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