Senior Data Engineer - Healthcare Data & AI Systems

Job not on LinkedIn

June 25

⛰️ Colorado – Remote

Although this job is listed in Colorado, this company may be open to hiring remote in other states.

💵 $80k - $110k / year

⏰ Full Time

🟠 Senior

🚰 Data Engineer

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Wix

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Finance • B2B

Wix is a Raleigh-based firm specializing in tax preparation, tax advisory, and small business accounting. The company is led by John D, a Certified Public Accountant with extensive experience in accounting practices including accrual, cash, project-based, and cost accounting. Wix is committed to understanding the unique needs of small businesses across various industries such as real estate, consulting, and construction management. The firm prides itself on providing individualized attention and guidance, helping clients navigate the complexities of tax codes and grow their financial operations.

1001 - 5000 employees

Founded 2006

💸 Finance

🤝 B2B

📋 Description

• Architect and implement robust data pipelines between EMRs, internal systems, and Snowflake, ensuring scalability, reliability, and data provenance • Lead the design of warehouse schemas for multiple use cases: transactional processing, reporting (BI), and statistical/ML analysis • Define and enforce standards for data semantics, integrity, quality, lineage, and access control • Collaborate with data scientists and ML engineers to enable production-grade ML workflows (e.g., TensorFlow pipelines, model monitoring, A/B testing infrastructure) • Experiment with and support the deployment of LLMs to enable reasoning, summarization, and classification on structured and unstructured data (e.g., clinical notes) • Build monitoring and alerting around pipeline health and data trustworthiness • Integrate and normalize complex healthcare data sources (FHIR/HL7, custom APIs, third-party vendors) into a unified analytics model • Partner with engineering and product teams to deliver data-driven features, dashboards, and insights

🎯 Requirements

• 5+ years of experience in data engineering or backend systems, with senior or staff-level contributions • Deep Python proficiency, with production experience in ETL, data validation, and orchestration frameworks (e.g., Airflow, Dagster, dbt) • Strong experience with data warehouse design, including star/snowflake schemas, denormalization strategies, and performance optimization • Strong understanding of data privacy and security practices, especially in healthcare (HIPAA, de-identification, audit logging, etc.) • Proven experience managing complex integrations with EMRs or clinical systems • Familiarity with LLM and ML development tools (e.g., TensorFlow, PyTorch, LangChain, transformers, vector DBs) • Experience deploying or supporting predictive models in production environments • Expertise in Snowflake or similar cloud data platforms (e.g., BigQuery, Redshift) • Strong grasp of data modeling, provenance, and semantics for analytical and AI purposes • Experience working with AWS services such as S3, Lambda, Batch, Event Bridge, Cloud Front, EC2, etc

🏖️ Benefits

• Help make a new form of AI-driven virtual care available for millions of people with gut-brain conditions (like Irritable Bowel Syndrome and more than 30 other conditions) • Be a foundational contributor to a modern healthcare data stack and AI platform • Shape how LLMs and ML are responsibly deployed in real-world clinical settings • Work with a small, fast-moving, mission-driven team of engineers and clinicians • Competitive pay • Flexible remote work culture