Data Engineer (Hadoop and Spark)

Vori Health

A better approach to back, neck, and orthopedic care – all in one convenient place.

About Us:

Vori Health is a nationally recognized, virtual-first musculoskeletal medical practice dedicated to holistic, evidence-based care. We connect patients with a skilled care team—including physical medicine physicians, health coaches, and physical therapists—to guide their treatment journey. Our mission is to empower people to live healthier lives.

Role Overview:

As a Data Engineer at Vori Health, you will help design and build consumer and clinician tools that support seamless care delivery. You’re passionate about coding and motivated by making a positive impact, focusing on system-wide solutions rather than quick fixes. You value technical quality, security, and reliability and enjoy collaborating to meet patient and business needs. You stay current with digital and human-centered system trends and understand how continuous improvements drive success.

Key Responsibilities:

  • Design and maintain data lakes and warehouses

  • Build and optimize ETL/ELT pipelines

  • Support critical integrations such as payment gateways, fraud detection, subscription services, and healthcare systems

  • Collaborate across clinical, operational, and tech teams to define and implement business requirements

  • Work closely with product managers, developers, QA, and architects

  • Document architecture and technical specifications for scalable solutions

  • Guide data best practices and uphold coding standards within the team

  • Research new tools and technologies to improve system resilience, scalability, and security

  • Lead R&D initiatives and recommend innovations

Qualifications:

  • 3-5 years experience in healthcare data roles (data engineering, science, analysis, modeling, ETL)

  • Proficiency with cloud platforms (AWS, GCP, Azure)

  • Strong skills in SQL, dbt, Python, R, NoSQL

  • Experience with tools like Airflow, dbt, Looker, Jupyter Notebook, PySpark

  • Agile team experience

  • Excellent communication, organization, and problem-solving abilities

  • Ability to work in a fast-paced environment

Preferred:

  • Experience with big data tools like Spark, Hadoop, Hive, Yarn

  • Knowledge of streaming data pipelines and tools such as Pandas, Scala, Databricks, Sagemaker

  • Self-motivated and comfortable both working independently and collaborating

  • Passion for creating elegant, business-focused solutions

  • Enjoy working remotely in a collaborative team

Work Environment:

  • Remote role with typical desk-based computer work

Equal Opportunity:

Vori Health is an equal opportunity employer dedicated to creating a diverse, inclusive, and supportive workplace free from discrimination.

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