TAG - The Aspen Group Tech Stack

Multi-specialty healthcare services operator with dental, aesthetics, urgent care, and pet healthcare brands

Hospitals and Health Care Chicago, IL 10,001+ employees Privately Held

TAG operates a portfolio of five healthcare service brands across dental, medical aesthetics, urgent care, and veterinary markets, supported by 10,000+ employees across the US. The tech stack reveals a data-intensive operational model: heavy use of Apache Spark, Kafka, Airflow, and BigQuery alongside dbt for transformation—paired with active projects in real-time data processing and modern analytics. Hiring velocity is accelerating, but the mix is heavily operations-focused (63 ops roles vs. 12 engineering), suggesting scaling challenges in execution and system reliability that engineering alone isn't sized to handle.

Tech Stack 45 technologies

Core Stackdbt Apache Spark Kafka Workday dbt Cloud Python Apache Airflow BigQuery Go C# MySQL PostgreSQL AWS Kubernetes React TypeScript .NET Playwright Java Okta GCP Pub/Sub Microsoft Office Excel PowerPoint Word SPSS Azure SQL Entra+14 more

AdoptingSAFe

What TAG - The Aspen Group Is Building

◆Challenges

Managing profit and loss
Optimizing system performance
Budget tracking
Increasing profitability
Staff retention
Optimizing patient experience
Improving system reliability
Legacy reporting pipelines
Accuracy and compliance of credit accounts
Application performance issues

▲Active Projects

Hyper-local promotions
Seasonal initiatives
Platform modernization program
Contract implementation in assigned markets
Modern data science/analytics solutions
Cash forecasting for tag brands
Year-end audit process
Abandoned property filing process
Scalable cloud-native data platform
Real-time and batch data processing for ai-driven applications

Hiring Activity

Accelerating110 roles · 55 in 30d

Department

Ops

Engineering

Marketing

Data

Finance

Healthcare

Support

Seniority

Junior

Manager

Mid

Senior

Director

Lead

Staff

Principal

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About TAG - The Aspen Group

TAG – The Aspen Group is a privately held healthcare services organization operating five brands: Aspen Dental, ClearChoice Dental Implant Centers, Chapter Aesthetic Studio, WellNow Urgent Care, and Lovet Pet Healthcare. The company serves providers and patients across dental, medical aesthetics, urgent care, and veterinary medicine. TAG University, an internal education platform, delivers clinical training and leadership development across the portfolio. The organization combines operational scale with technology infrastructure, managing multi-market provider networks while maintaining compliance and clinical standards. Headquartered in Chicago, TAG employs over 10,000 people across the United States.

HeadquartersChicago, IL

Company Size10,001+ employees

Hiring MarketsUnited States

Frequently Asked Questions

What tech stack does TAG use for data?

TAG uses Apache Spark, Kafka, Airflow, BigQuery, and dbt for data processing and transformation. Cloud infrastructure runs on GCP and AWS, with Python and Go for application logic. Stack supports both batch and real-time data pipelines.

What is TAG working on?

Active projects include platform modernization, scalable cloud-native data infrastructure, real-time and batch data processing for AI applications, modern data science and analytics solutions, and cash forecasting tools across TAG brands. Operational priorities include contract implementation, hyper-local promotions, and seasonal initiatives.