Data Engineer

As a Data Engineer at Regard, you will help build and maintain the data pipelines and infrastructure that turn raw data into the metrics and insights that drive our product decisions and research. We run an engineering-first stack that prioritizes transparent, code-driven systems over black-box services, and you will contribute to the continued growth and reliability of our data platform.

Working closely with Engineering and Product teams, you'll develop and improve data pipelines, support analytics initiatives, and help ensure the quality and availability of critical datasets. You'll have the opportunity to work across the full data stack while growing your expertise in distributed data processing, data modeling, and platform operations.

About Regard

Our mission is to bring world-class healthcare to everyone. Regard is an AI-powered Proactive Documentation platform that advances how care is delivered by reviewing all patient data in the EHR to recommend diagnoses and surface clinical evidence. Regard drafts a note even before the physician sees the patient, enabling an approach that gets  documentation right at the point of care - we call it Proactive Documentation. This improves quality of care, reduces physician burden, and improves hospital finances. We are excited by challenges, mission-oriented work, and meaningful relationships. We work closely with some of the top health systems in the country and are leading the change that healthcare - one of the largest and most inefficient industries in the world - needs. We want you to join us.

Our Tech Stack

Data: S3, Apache Iceberg, EMR, PySpark, Dagster, Kubernetes, Clickhouse, PostgreSQL, FastAPI, Metabase

Responsibilities

Build and maintain data pipelines that support analytics and research initiatives

Develop and improve data models and transformations that reliably deliver data to downstream consumers

Partner with engineering teams to identify and resolve data quality issues, helping ensure datasets are accurate and trustworthy

Support the operation, monitoring, and maintenance of the data platform and its pipelines

Collaborate with Product, Engineering, and Research teams to deliver data and insights that inform business and product decisions

Investigate pipeline failures, data inconsistencies, and upstream changes, contributing to timely resolution and continuous improvement

Help optimize data processing workloads and storage patterns to improve performance, scalability, and cost efficiency

Minimum Qualifications

BS in Computer Science, Mathematics, Statistics, a related field, or equivalent practical experience

3+ years of experience in data engineering role

Experience building and maintaining data pipelines and data models in a production environment

Proficiency in Python and SQL

Experience working with distributed data processing frameworks such as PySpark

Experience with cloud-based data platforms and services (AWS preferred)

Practical experience with LLM-assisted development, with an understanding of its capabilities and limitations

Willingness to participate in on-call operational support for owned systems

Preferred Qualifications

Experience with one or more of the following technologies: Apache Iceberg, AWS Athena, Dagster, Clickhouse, PostgreSQL, FastAPI, or Metabase

Experience supporting data quality, monitoring, and observability initiatives

Familiarity with healthcare data, including HIPAA compliance, de-identification, or healthcare data standards such as OMOP CDM

Experience building or supporting data pipelines used for production workflows

Experience working with cross-functional teams in a fast-paced startup environment

Hybrid Work | Location | Work Authorization

For this role, Regard is currently only considering candidates who are authorized to work in the US without visa sponsorship, and are within the New York City, Los Angeles, or San Francisco metro areas

We expect our Engineers to be in the office on Tuesdays and Thursdays. We also require more frequent in-office work during the onboarding period and team onsite weeks up to once per month

We will provide relocation assistance to anyone who does not already reside in the NYC metro area

We prefer hiring people within commuting distance of our offices because we value getting together in person regularly

For those who enjoy working from our LA or Manhattan offices on a more regular basis, we offer catered lunches and other fun perks

Additionally, hybrid employees have the flexibility to work from locations outside of their home office from up to 6 weeks per year

Comp | Perks | Benefits

Eligible for equity

99% employer paid health benefits (Medical, Dental, and Vision) + One Medical subscription

18 PTO days/yr + 1 week holiday break

Monthly health & wellness budget

Company-sponsored team retreat + social events

A sabbatical program

Our goal at Regard is to provide and maintain a work environment that fosters mutual respect, professionalism and cooperation. Regard is proud to be an equal opportunity employer that does not discriminate on the basis of actual or perceived race, creed, color, religion, national origin, ancestry, alienage or citizenship status, age, disability or handicap, sex, gender identity, marital status, familial status, veteran status, sexual orientation or any other characteristic protected by applicable federal, state or local laws. We celebrate diversity and are proud of our supportive, inclusive workplace.

All candidates must successfully complete a background check as part of the hiring process.