Grupo Diagnóstico Proa Tech Stack

Medical diagnostics network scaling ML infrastructure and operational automation

Wellness and Fitness Services Mexico, Ciudad de México 1,001–5,000 employees Founded 1947 Privately Held

Grupo Diagnóstico Proa operates Mexico's largest clinical and imaging diagnostics network with 500+ locations and 3,600+ staff. The tech stack reveals heavy ML infrastructure investment (TensorFlow, PyTorch, Kubeflow, MLflow, Apache Airflow) paired with enterprise systems (SAP, SuccessFactors, Power BI, Tableau), but hiring has decelerated and pain points cluster around ML governance and deployment automation—suggesting the organization is maturing its data science practice from experimentation toward production reliability, while simultaneously managing ERP implementation and operational scaling.

Tech Stack 27 technologies

Core StackSAP AWS Trello Monday.com Python MLflow Kubeflow Apache Airflow Docker Kubernetes Pandas scikit-learn TensorFlow PyTorch Power BI Tableau BigQuery Excel GCP OCI Microsoft Office Google Workspace R Azure SQL SuccessFactors Dataplex

What Grupo Diagnóstico Proa Is Building

◆Challenges

Optimizing radiographic resources
Budget monitoring for expansion projects
Cost control for internal projects
High quality radiographic studies
Logistics of preventive health days
Ensuring data governance throughout model lifecycle
Automating training validation deployment pipelines
Implementing data and model versioning
Implementing erp systems
Process automation

▲Active Projects

Expansion and investment projects
Community health days
Operational tools for health teams
Design and maintain ci/cd pipelines for ml models
Implement monitoring and traceability tools for production models
Ensure data governance throughout model lifecycle
Risk management model implementation
Business impact analysis design
Disaster recovery strategy development

Hiring Activity

Decelerating25 roles · 6 in 30d

Department

Healthcare

Data

Support

Security

Finance

Legal

Quality

Seniority

Junior

Mid

Senior

Lead

Manager

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About Grupo Diagnóstico Proa

Grupo Diagnóstico Proa is a Mexican medical diagnostics provider founded in 1947, operating under multiple regional brands (Chopo, Carpermor, Imagenus, Acceso Salud) and a research foundation. The company delivers clinical laboratory analysis, imaging studies (X-ray, ultrasound, CT, MRI, mammography), cardiology, and related diagnostic services across a network of 500 branches. The organization is privately held and Mexico-based, with internal operations managed through SAP, workforce systems (SuccessFactors), and analytics platforms (Power BI, Tableau). Current operational priorities include network expansion, preventive health program logistics, radiographic resource optimization, and implementation of data governance controls across a growing machine-learning footprint.

HeadquartersMexico, Ciudad de México

Company Size1,001–5,000 employees

Founded1947

Hiring MarketsMexico

Frequently Asked Questions

What is Grupo Diagnóstico Proa's tech stack?

Core enterprise systems include SAP, SuccessFactors, Power BI, and Tableau. ML infrastructure spans Python, R, TensorFlow, PyTorch, Kubeflow, MLflow, and Apache Airflow. Cloud platforms are AWS, GCP, Azure, and OCI. Orchestration uses Docker and Kubernetes; data tools include SQL, Pandas, BigQuery, and Dataplex.

How many locations does Grupo Diagnóstico Proa operate?

The diagnostics network spans 500+ branches across Mexico, serving clinical laboratory and imaging studies under brands including Chopo, Carpermor, Imagenus, and Acceso Salud.