Senior Data / Analytics Engineer

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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