Principal Engineer, Data Architecture

Kids for the Future; Austin (TX); Hybrid; USD 160,000 - 230,000; Full time

Benefits offered by this job

Competitive salary

Insurance

Company equity

Professional development

Job summary

Harbor Health in Texas is rebuilding the operating system of healthcare through the Harbor Data Systems (HDS) team. We seek a Principal Engineer, Data Architecture to lead design of foundational data structures and ontologies, turning raw claims, ADT, and EMR feeds into trusted data models powering patient care, risk adjustment, and financial decisions.

You will define data standards, guide Snowflake and real-time processing, mentor engineers on healthcare domain concepts, and represent data

Qualifications

• Deep expertise in healthcare payvider data domains and standards such as EDI, FHIR, and ADT.
• Experience designing scalable data platforms (Snowflake) with efficient schemas and cost-aware performance.
• Experience structuring large dbt projects for enterprise scale and governance.
• Ability to write performant SQL and read Python pipelines, guiding others toward architectural standards.

Responsibilities

• Architect core healthcare data models including Attribution, Risk, and Claims Adjudication.
• Define data stack standards and strategy (Snowflake, real-time streams, dbt environments).
• Design deterministic/probabilistic patient matching across fragmented sources (HIEs/EMRs/payers).
• Bridge Clinical/Business Operations with Engineering to translate needs into architecture.
• Mentor engineers on healthcare domain concepts and improve system design capabilities.
• Own execution of complex data architecture initiatives from inception to delivery.

Skills

EDI

FHIR

ADT

Snowflake

dbt

SQL

Python pipelines

Tools

dbt

Python

SQL

Job description

• Job Category Software Engineer, Data Engineer, Architect
• Employee Type Exempt - FT
• Manage Others No

Harbor Health

Principal Engineer, Data Architecture

Texas, Remote | Austin, Remote | Full-Time

POSITION OVERVIEW

Harbor Health is rebuilding the operating system of healthcare. The Harbor Data Systems (HDS) team contributes to this by building HarborOS, the central nervous system of our clinical operations, tying together information from different clinical sources to drive optimal outcomes for our members — data is our product. We are looking for a Principal Engineer, Data Architecture to lead the design of foundational data structures and ontologies that will help us transform healthcare. You will not just move data; you will define how our business understands it, taking raw chaos — claims, ADT, disparate EMR feeds — and architecting the trusted data models and master indexes that power our patient care, risk adjustment, and financial decisions.

POSITION DUTIES & RESPONSIBILITIES

• Architect the Healthcare Data Model: Design the core schemas and data models that define our business, including how we model complex, systemic concepts like Attribution, Risk, and Claims Adjudication to ensure historical accuracy, scalability, and query performance.
• Define the Technology Standards & Strategy: Set the overarching strategy for our data stack (Snowflake, real-time streams, etc.) and dbt environments, dictating our approach to data schema, reporting schema, and stream/transactional use of data, including dimensional modeling (Kimball/Star Schema), denormalization vs. normalization, and Medallion architecture progression.
• Data Usability and Access: Design and implement the deterministic and probabilistic matching logic to assign unique identifiers to patients coming from highly fragmented external sources such as HIEs, external EMRs, and payers.
• Bridge Engineering and Clinical Operations: Act as the primary strategic interface between Clinical/Business Operations and Engineering, interviewing stakeholders to uncover the "why" behind their requests and translating ambiguous business needs into precise architectural specifications.
• Domain Leadership & Mentorship: Act as the deep subject matter expert on healthcare data for the engineering team, mentoring engineers on healthcare domain nuances (e.g., why a reversal claim behaves differently than a void) and raising the collective technical bar for system design.
• Technical Ownership & Execution: Drive complex initiatives from inception to delivery, interpreting asks from clinical and business stakeholders and working with the engineering team to design and deliver the optimal data architecture.

DESIRED PROFESSIONAL SKILLS & EXPERIENCE

Required:

• Deep subject-matter expertise in healthcare "payvider" data domains, both provider- and payer-side, with fluency in EDI, FHIR, ADT, and other standards used in healthcare, and how this data is aggregated and modeled to support execution
• Proven experience designing highly scalable data platforms from scratch, with a deep understanding of how column-oriented databases (Snowflake) and real-time processing work under the hood, and how to design schemas that optimize partition pruning and compute costs at scale
• Fluency in structuring a massive dbt project for enterprise scale, including macro-architecture, incremental strategies, and dependency management, while balancing quality management rigor with velocity
• Ability to write performant, readable, complex SQL and read/review Python pipelines, plus the technical influence to coach other engineers through systemic standards and architectural reviews

Preferred:

• Deep subject-matter expertise in healthcare data domains, including fluency in processing 837 files, modeling the claim lifecycle (adjudication, reversal, denial), and handling provider data nuances (NPI vs. TIN)
• Proven experience designing dimensional models (Kimball/Star Schema) from scratch, with judgment on when to denormalize for performance versus normalize for integrity

OUR TECHNOLOGY STACK

• Warehouse: Snowflake
• Orchestration: Airflow / Dagster
• BI/Semantic Layer: Omni

WHAT WE OFFER

• Competitive salary and incentives
• Medical, Dental, and Vision Insurance
• Company Equity
• Professional development and growth opportunities

At Harbor Health, we're transforming healthcare in Texas through collaboration and innovation. We're seeking passionate individuals to help us create a member-centered experience that connects comprehensive care with a modern payment model. If you're ready to make a meaningful impact in a dynamic environment where your contributions are valued, please bring your talents to our team!

Harbor Health is an Equal Opportunity Employer.

We do not discriminate on the basis of race, color, religion, sex, sexual orientation, gender identity, national origin, age, disability, veteran status, or any other characteristic protected by law.

We are committed to creating an inclusive environment for all teammates and actively encourage applications from people of all backgrounds.