Data Architect / Data Engineering Lead
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UnitedHealth Group
Minnetonka, MN, US
Summary
The Data Architect / Data Engineering Lead will own the end-to-end architecture and engineering standards for modern data platforms. This role involves designing scalable data solutions, leading data modeling efforts, and driving hands-on engineering execution for pipelines and orchestration.
Job Description
Explore opportunities with Logistics Health Incorporated (LHI), part of the Optum family of business. We’re dedicated to simplifying the logistics of complex workforce health programs with cost-effective solutions and a seamless distribution process. With offices in La Crosse, Wis., a satellite office in Chicago and remote employees throughout the country, we have a variety of rewarding career opportunities for you. Elevate your career as you help us create a healthier tomorrow for everyone and discover the meaning behind Caring. Connecting. Growing together.
We are seeking a Data Architect / Data Engineering Lead to own the end-to-end architecture and engineering standards for modern data platforms. This role partners closely with product, analytics, and engineering teams to design scalable, secure, and cost-effective data solutions—while remaining hands-on with implementation where it matters most. This position blends data architecture leadership (roadmaps, standards, patterns, governance) with data engineering execution (pipelines, modeling, orchestration, performance optimization), ensuring data is delivered reliably and with high quality.
Primary Responsibilities:
Data Architecture & Platform Design
- Define and evolve target-state data architecture, including reference architectures, integration patterns, and platform standards across warehouse/lakehouse ecosystems.
- Lead architectural decision-making for cloud data platforms (e.g., Snowflake, Databricks) including compute/storage patterns, multi-environment strategies, security boundaries, and cost controls.
- Create technical roadmaps that align business outcomes with scalable data capabilities (analytics, operational reporting, AI/ML readiness).
Data Modeling & Information Design
- Own enterprise and domain data modeling standards (conceptual/logical/physical), including dimensional modeling, canonical models, and patterns for curated datasets.
- Ensure consistent definitions, metrics alignment, and high-quality, analytics-ready data products.
Data Engineering Delivery (Hands-on Leadership)
- Lead design and build of robust ELT/ETL pipelines using Python and distributed processing (Spark) as needed.
- Drive performance tuning and optimization across pipelines and data platforms (query patterns, clustering/partitioning, incremental loads, caching strategies).
- Establish engineering practices that improve reliability, maintainability, and developer productivity.
Orchestration & Workflow Management (Airflow / Astronomer)
- Design and operationalize workflow orchestration using Apache Airflow, including DAG standards, scheduling patterns, dependency management, retries, SLAs, and backfills
- Implement and manage Airflow runtime patterns in managed platforms such as Astronomer (or equivalent), including environment promotion strategies and operational readiness
Data Quality, Observability, and Governance
- Define and implement data quality frameworks (validation checks, anomaly detection, reconciliation, data contracts) and operational monitoring
- Partner with governance/security stakeholders to ensure compliant data handling, access controls, lineage, metadata, and auditability
Leadership, Mentorship & Stakeholder Partnership
- Lead/mentor engineers and architects through design reviews, code reviews, and architecture governance forums; raise the bar on engineering excellence
- Translate complex technical concepts into clear guidance for stakeholders; drive alignment on tradeoffs, timelines, and expected outcomes
You’ll be rewarded and recognized for your performance in an environment that will challenge you and give you clear direction on what it takes to succeed in your role as well as provide development for other roles you may be interested in.
Required Qualifications:
- 8+ years in data engineering and/or data architecture roles with demonstrated ownership of enterprise-scale data solutions
- Expert-level data architecture experience: designing modern data platforms, integration patterns, and scalable data delivery approaches
- Solid data modeling expertise (dimensional, normalized, canonical models; conceptual/logical/physical modeling)
- Advanced proficiency with Python and SQL; strong engineering discipline (testing, documentation, maintainability)
- Proven experience with cloud data technologies including Snowflake and/or Databricks (Spark-based engineering)
- Solid workflow orchestration experience with Apache Airflow; experience with managed Airflow platforms such as Astronomer
- Experience implementing production-grade pipelines (batch and/or streaming), including CI/CD practices, environment promotion, and operational support
- Demonstrated ability to lead technical direction, mentor engineers, and influence architecture decisions across teams
- If you are offered this position, you will be required to provide extensive personal information to obtain and maintain a suitability or determination of eligibility for a Confidential/Secret or Top Secret security clearance as a condition of your employment
Preferred Qualifications:
- Bachelor’s degree in Information Technology, Computer Science or related field
- dbt experience (modeling and transformation lifecycle management)
- Experience with Snowpark framwork
- Experience with data governance/metadata tools and practices (catalog, lineage, access policies)
- Observability tooling experience (pipeline monitoring, alerting, logging, operational dashboards)
- Infrastructure-as-code and containerization (Terraform, Docker, Kubernetes) in support of data platforms
- Experience supporting regulated data environments (e.g., healthcare/PII/PHI) and security-by-design patterns
Pay is based on several factors including but not limited to local labor markets, education, work experience, certifications, etc. In addition to your salary, we offer benefits such as, a comprehensive benefits package, incentive and recognition programs, equity stock purchase and 401k contribution (all benefits are subject to eligibility requirements). No matter where or when you begin a career with us, you’ll find a far-reaching choice of benefits and incentives. The salary for this role will range from $112,700 - $193,200 annually based on full-time employment. We comply with all minimum wage laws as applicable.
At UnitedHealth Group, our mission is to help people live healthier lives and make the health system work better for everyone. We believe everyone–of every race, gender, sexuality, age, location and income–deserves the opportunity to live their healthiest life. Today, however, there are still far too many barriers to good health which are disproportionately experienced by people of color, historically marginalized groups and those with lower incomes. We are committed to mitigating our impact on the environment and enabling and delivering equitable care that addresses health disparities and improves health outcomes — an enterprise priority reflected in our mission.
UnitedHealth Group is an Equal Employment Opportunity employer under applicable law and qualified applicants will receive consideration for employment without regard to race, national origin, religion, age, color, sex, sexual orientation, gender identity, disability, or protected veteran status, or any other characteristic protected by local, state, or federal laws, rules, or regulations.
UnitedHealth Group is a drug - free workplace. Candidates are required to pass a drug test before beginning employment.
UnitedHealth Group is a health care and well-being company with a mission to help people live healthier lives and help make the health system work better for everyone.
We are 340,000 colleagues in two distinct and complementary businesses working to help build a modern, high-performing health system through improved access, affordability, outcomes and experiences.
Optum delivers care aided by technology and data, empowering people, partners and providers with the guidance and tools they need to achieve better health. UnitedHealthcare offers a full range of health benefits, enabling affordable coverage, simplifying the health care experience and delivering access to high-quality care.
We work with governments, employers, partners and providers to care for 147 million people and share a vision of a value-based system of care that provides compassionate and equitable care.
At UnitedHealth Group, our mission calls us, our values guide us and our diverse culture connects us as we seek to improve care for the consumers we are privileged to serve and their communities.
Click below to search careers or join our social communities:
• Search & apply for careers at careers.unitedhealthgroup.com/
• Follow us on Twitter at twitter.com/UnitedHealthGrp
• Follow and like us on Facebook at facebook.com/unitedhealthgroup
• Follow us on Instagram at instagram.com/unitedhealthgroup
More about UnitedHealth Group can be found at unitedhealthgroup.com/
Founded
1977
Company size
10,001+ employees
Industry
Hospitals and Health Care
Org type
Public Company
Headquarters
Eden Prairie , Minnesota
UnitedHealth Group is a health care and well-being company with a mission to help people live healthier lives and help make the health system work better for everyone.
We are 340,000 colleagues in two distinct and complementary businesses working to help build a modern, high-performing health system through improved access, affordability, outcomes and experiences.
Optum delivers care aided by technology and data, empowering people, partners and providers with the guidance and tools they need to achieve better health. UnitedHealthcare offers a full range of health benefits, enabling affordable coverage, simplifying the health care experience and delivering access to high-quality care.
We work with governments, employers, partners and providers to care for 147 million people and share a vision of a value-based system of care that provides compassionate and equitable care.
At UnitedHealth Group, our mission calls us, our values guide us and our diverse culture connects us as we seek to improve care for the consumers we are privileged to serve and their communities.
Click below to search careers or join our social communities:
• Search & apply for careers at careers.unitedhealthgroup.com/
• Follow us on Twitter at twitter.com/UnitedHealthGrp
• Follow and like us on Facebook at facebook.com/unitedhealthgroup
• Follow us on Instagram at instagram.com/unitedhealthgroup
More about UnitedHealth Group can be found at unitedhealthgroup.com/
Founded
1977
Company size
10,001+ employees
Industry
Hospitals and Health Care
Org type
Public Company
Headquarters
Eden Prairie , Minnesota