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SmartLight Analytics Tech Stack

Healthcare claims analytics for self-funded employers

IT Services and IT Consulting Plano, Texas 2–10 employees Founded 2016 Privately Held

SmartLight Analytics applies statistical modeling and clinical review to healthcare claims data for self-funded employers. The tech stack—SQL Server, Snowflake, dbt, Python, scikit-learn, XGBoost, TensorFlow—reveals a mature analytics operation built on data warehousing and machine learning. The hiring surge (18 roles in 30 days, mostly healthcare and data specialists) suggests rapid scaling of claims-processing capacity, while the migration away from SQL Server toward Snowflake indicates modernization of the data foundation.

Tech Stack 26 technologies

Core StackSQL Server Snowflake Azure Data Factory dbt Python SAS Hyper-V scikit-learn TensorFlow PyTorch Selenium Jira Prometheus SQL HL7 R Stata Azure PowerShell XGBoost FHIR SQL Server Management Studio Azure Kubernetes Service Application Insights

AdoptingMicrosoft Graph

ReplacingSQL Server

What SmartLight Analytics Is Building

◆Challenges

Wasteful healthcare spending
Prevent overpayments
Reducing wasteful spend in healthcare plans
Reduce health insurance costs
Identify wasteful spend
Improper payments
Billing discrepancies
Complex healthcare claims data initiatives
Cost-saving strategies
Enhanced plan management

▲Active Projects

Wasteful spend investigation
Continuous compliance validation
Claims data analysis
Automation of recurring data tasks
Reporting efficiency improvement
Healthcare claims processing workflows
Improper payment detection
Dashboard development for leadership
End-to-end solutions across healthcare claims data initiatives
Advanced sql-based data models and automation frameworks

Hiring Activity

Accelerating20 roles · 20 in 30d

Department

Healthcare

7

Data

6

Ops

4

Engineering

2

Sales

2

Seniority

Senior

9

Mid

6

Director

3

Lead

2

Manager

1

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About SmartLight Analytics

SmartLight Analytics helps self-funded employers reduce healthcare spend by analyzing claims data for waste and improper payments. Founded in 2016 and based in Plano, Texas, the company employs 2–10 people but is in active hiring mode across healthcare, data, operations, and engineering. The methodology combines statistical inference (customized to each employer's population), full clinical review of medical claims, and partnership with third-party administrators (TPAs) to implement cost-reduction interventions. The company operates on a zero-touch model—no employee involvement required—and emphasizes data-driven discovery over pre-assigned detection rules.

HeadquartersPlano, Texas

Company Size2–10 employees

Founded2016

Hiring MarketsUnited States

Frequently Asked Questions

What tech stack does SmartLight Analytics use?

SQL Server, Snowflake, Azure Data Factory, dbt, Python, R, SAS, scikit-learn, XGBoost, TensorFlow, HL7, FHIR, and Azure Kubernetes Service. The company is migrating off SQL Server and adopting Microsoft Graph.