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Senior Data / Analytics Engineer

New York, NY

Metro Vein Centers is a rapidly growing healthcare practice specializing in state-of-the-art vein treatments. Our board-certified physicians and expert staff are on a mission to improve people’s quality of life by relieving the painful, yet highly treatable symptoms of vein disease—such as varicose veins and heavy, aching legs.

With over 60 clinics across 7 states, and still growing, we’re building the future of vein care—delivering compassionate, results-driven care in a modern, patient-first environment.

We proudly maintain a Net Promoter Score (NPS) of 93, the highest patient satisfaction in the industry.

Location: NYC preferred or Remote | Full-time
Experience: 5-8+ years in analytics engineering, modern data stack architecture, or data platform engineering
Compensation: $150,000 DOE + bonus

About Us

Metro Vein Centers is a rapidly expanding healthcare organization with 70+ clinics across 8 states. We are a highly data-driven business operating at the intersection of healthcare, performance marketing, operations, and technology.

As the organization has scaled rapidly, so has the complexity of our data ecosystem. We are now entering the next phase of maturity: building a scalable, governed, AI-ready data foundation that can support the future growth of the business.

We are looking for a Senior Analytics Engineer to help lead that evolution.

About the Role

This is a foundational role within the Tech & Data organization, reporting directly to the Director of Tech & Data.

You will help modernize and scale our data architecture across marketing, operations, finance, sales, and clinical systems while maintaining continuity for existing reporting, analytics, and business operations.

This role is ideal for someone who thrives in high-growth environments and enjoys bringing structure, reliability, governance, and scalability to complex and evolving data ecosystems.

You will play a central role in rebuilding and organizing our data foundation, establishing standards and architecture patterns, improving transformation and modeling practices, and helping create a modern healthcare data platform designed for long-term scale and AI-enabled workflows.

This is not a pure backend engineering role. We are looking for someone who combines strong analytics engineering and warehouse architecture experience with practical business judgment and modern data stack expertise.

What You’ll Own

Data Architecture & Modernization

  • Help design and implement a scalable modern data architecture within Google BigQuery
  • Rebuild and organize fragmented data structures into standardized, maintainable models
  • Establish naming conventions, modeling standards, lineage, and governance frameworks
  • Help separate and structure sensitive vs non-sensitive data appropriately in a HIPAA-conscious environment
  • Partner with leadership to define long-term warehouse and transformation architecture strategy
  • Improve scalability and maintainability without disrupting existing business operations

Analytics Engineering & Data Modeling

  • Own and expand our dbt transformation layer and modeling practices
  • Build clean, scalable transformation pipelines and business logic layers
  • Create reliable curated datasets for analytics, reporting, operational workflows, and AI initiatives
  • Standardize KPI logic and reduce duplicated transformation logic across systems
  • Develop testing, QA, and documentation standards for data models and pipelines
  • Improve data quality, observability, and reliability across the warehouse

Data Pipelines & Platform Operations

  • Build, maintain, and optimize ingestion and transformation pipelines across internal and third-party systems
  • Work across platforms including:
    • Google BigQuery
    • dbt
    • Fivetran
    • Portable
    • Improvado
    • HubSpot
    • Tableau
    • Google Cloud Platform
  • Troubleshoot pipeline failures, schema drift, integration issues, and data discrepancies
  • Improve monitoring, documentation, and operational stability across the data stack

AI-Ready Data Infrastructure

  • Help build structured, reliable, AI-ready datasets and systems
  • Partner with Tech & Data leadership on long-term AI infrastructure readiness
  • Support future AI-enabled workflows, automation initiatives, and operational tooling
  • Contribute to scalable data design practices that support evolving AI use cases across the business

Cross-Functional Collaboration

  • Partner closely with analysts, marketing, operations, finance, and technology stakeholders
  • Support analysts by improving foundational data models and reducing engineering burden on analytics resources
  • Collaborate with IT and leadership on governance, access, and long-term platform maturity
  • Participate in architectural planning and technical roadmap discussions

What You Bring

Required Experience

  • 5-8+ years in analytics engineering, data engineering, or modern data stack environments
  • Strong expertise in SQL and warehouse-based data transformation workflows
  • Hands-on experience with dbt and modern ETL workflows
  • Deep experience working within Google BigQuery or comparable cloud data warehouses
  • Proficiency with SFTP-based file transfer workflows, including key-based authentication, scheduled transfers, and error handling 
  • Experience designing scalable data models and transformation layers
  • Experience working with complex operational and business systems data
  • Strong understanding of data governance, documentation, testing, and QA practices
  • Experience building and maintaining production-grade data pipelines
  • Strong systems thinking and architectural judgment
  • Ability to balance long-term architecture improvements with short-term operational stability

Preferred Experience

  • Experience with:
    • Fivetran
    • Portable
    • Improvado
    • Tableau
    • HubSpot
    • Google Cloud Platform
  • Experience in healthcare or HIPAA-conscious environments
  • Experience supporting marketing, operational, or revenue-focused analytics ecosystems
  • Familiarity with AI-enabled data workflows and AI-ready platform design
  • Experience helping mature or rebuild fragmented data environments
  • Familiarity with Jira and collaborative technical project management workflows

What Success Looks Like

Within 12 months, this person will have helped:

  • Establish scalable architecture and modeling standards across the warehouse
  • Mature and expand the dbt transformation layer
  • Improve documentation, lineage, governance, and data reliability
  • Organize fragmented datasets into scalable, maintainable structures
  • Improve separation and governance of sensitive vs non-sensitive data
  • Reduce operational friction and engineering burden across the analytics ecosystem
  • Build a more scalable and AI-ready data foundation for the future growth of the organization

What We Offer

  • Competitive compensation and bonus structure
  • High ownership and autonomy
  • Opportunity to help shape the long-term data architecture of a rapidly scaling organization
  • Smart, collaborative, highly driven teammates
  • Direct impact on operational performance, growth, and patient experience
  • Opportunity to help build the next generation of healthcare data infrastructure and AI enablement at scale

Benefits to Support Your Wellbeing & Lifestyle

Full-time team members at Metro Vein Centers are eligible for:

  • Medical, Dental, and Vision Insurance
  • 401(k) 
  • Paid Time Off (PTO) + Paid Company Holidays
  • Company-Paid Life Insurance
  • Short-Term Disability Insurance
  • Employee Assistance Program (EAP)
  • Career Growth & Development Opportunities

 

Compensation for this role varies based on years of experience, skill set, and alignment with position requirements.

Compensation:

$150,000 - $150,000 USD

The Metro Vein Centers Difference

Healthy legs. Happier lives.
At Metro Vein Centers, we believe exceptional care begins with an exceptional experience. Our mission is to make vein care approachable, empowering, and connected to overall well-being. From the first conversation to the final follow-up, every patient interaction reflects our commitment to compassion, expertise, and trust.

A team united by purpose.
Our values guide everything we do:

  • Patients First, Always – Every interaction should make our patients feel valued, heard, and cared for.
  • Stronger Together – Teamwork and collaboration drive our success. We lift each other up to deliver the best for our patients.
  • A Can-Do Spirit – We meet every challenge with positivity, flexibility, and problem-solving energy.
  • Results That Make a Difference – We’re driven to improve lives through meaningful, measurable outcomes.
  • Commitment to Growth – We invest in our people, fostering advancement and professional development at every level.

Metro Vein Centers is an Equal Opportunity Employer.
We’re committed to creating a workplace where everyone feels seen, heard, and supported. We do not discriminate based on race, color, religion, sex, national origin, age, disability, genetics, gender identity or expression, sexual orientation, veteran status, or any other protected status in accordance with applicable federal, state, and local laws. This policy applies to all aspects of employment, including recruitment, hiring, promotion, compensation, benefits, and termination.

Legal & Compliance Notice:
Metro Vein Centers complies with all applicable federal, state, and local employment laws, including those related to nondiscrimination, equal opportunity, and pay transparency. Where specific disclosures or postings are required by law, we provide this information as part of our hiring process or upon request.

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To learn more about how we collect, use, and protect your information, please review our privacy policy here.

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