Lead Data Engineer
Engineering
remote
added Wed Sep 27, 2023
Apply to AbridgeWe’re looking for a Lead Data Engineer to help us design, build, and operate the data platform required to scale our business, which operates at the forefront of generative AI in healthcare. You’ll work alongside our growing team of engineers, machine learning scientists, and business teams to transform our data pipeline and warehouse, fuel our machine learning models, and meet our growing business intelligence needs.
What You'll Do:
- Lead the end-to-end design, development, testing and deployment of our data pipelines and warehouse -- ensuring scalability, efficiency and data quality
- Evaluate, recommend and implement the technologies, tools and processes we need
- Collaborate closely with machine learning scientists to understand data requirements and translate them into technical solutions that you will implement
- Help ML teams establish secure and compliant access protocols
- Ensure the security, compliance and privacy of data through implementation of necessary protocols and best practices
- Stay up-to-date with industry trends and advancements in data engineering and bring innovative ideas to continuously improve our data processes
- Monitor and troubleshoot data pipeline and warehouse quality and performance issues, ensuring smooth operation and proactively addressing potential bottlenecks
- Document the architecture, design decisions, and processes, enabling knowledge sharing within the team and across the organization
What you'll bring:
- 5+ years of Data Engineering experience in a cloud-first organization
- Experience in building and operating data pipelines and warehouses. You have probably built an organization’s first data pipeline or have been the lead on a project to overhaul or replace a pipeline.
- Knowledge of governance issues and how to secure sensitive information such as PHI, PII or financial data without limiting its utility to analysts and scientists
- Up-to-date expertise on industry best-practices and tools + a passion for learning new things. You're savvy with tooling like Airbyte, Fivetran, dbt, Snowflake and BigQuery.
- Excitement to take a hands-on approach in a fast-moving, productive and supportive environment
- Willingness to pitch in wherever needed -- as a fast-moving startup we need to do great work, quickly
We value people who want to learn new things, and we know that great team members might not perfectly match a job description. If you’re interested in the role but aren’t sure whether or not you’re a good fit, we’d still like to hear from you.
Life at Abridge
At Abridge, we’re driven by our mission to bring understanding and follow-through to every medical conversation. Our culture is founded on doing things the “inverse” way in a legacy system—focusing on patients, instead of the system; focusing on outcomes, instead of billing; and focusing on the end-user experience, instead of a hospital administrator's mandate.
Abridgers are engineers, scientists, designers, and health policy experts from a diverse set of backgrounds—an experiment in alchemy that helps us transform an industry dominated by EHRs and enterprise into a consumer-driven experience, one recording at a time. We believe in strong ideas, loosely held, and place a high premium on a growth mindset. We push each other to grow and expose each other to the latest in our respective fields. Whether it’s holding a PhD-level deep dive into understanding fairness and underlying bias in machine learning models, debating the merits of a Scandinavian design philosophy in our UI/UX, or writing responses for Medicare rules to influence U.S. health policy, we prioritize sharing our findings across the team and helping each other be successful.
Abridge is an equal opportunity employer. Diversity and inclusion is at the core of what we do. We actively welcome applicants from all backgrounds (including but not limited to race, gender, educational background, and sexual orientation).
Health care is all about conversations, with over 2B spoken conversations each year between patients and their care teams in just the United States. However, people forget up to 80% of those conversations, leading to worse patient outcomes. And doctors are burning out writing notes in their EMRs instead of focusing on their patients. That’s where Abridge comes in — our audio-based standalone and integrated solutions record and summarize medical conversations, anywhere care happens.