Medical Guardian tech stack
Medical Guardian builds mostly with SQL, Python, C#, PHP. Its stack also includes Azure, Databricks, MS SQL, Azure Cosmos DB. SQL is named in 5 of the 6 job postings Medical Guardian published in the last 12 months (83%). Counted by Alion from the job postings of Medical Guardian, updated Oct 25, 2026.
What programming languages does Medical Guardian use?
SQL is named in 83% of job postings at Medical Guardian, followed by Python (50%), C# (17%), PHP (17%).
What frameworks and libraries does Medical Guardian use?
Scikit-learn is named in 17% of job postings at Medical Guardian, followed by XGBoost (17%), OpenTelemetry (17%).
What databases does Medical Guardian use?
MS SQL is named in 33% of job postings at Medical Guardian, followed by Azure Cosmos DB (33%), Delta Lake (17%), Salesforce Data Cloud (17%).
MS SQL
2 33%
Azure Cosmos DB
2 33%
Delta Lake
1 17%
Snowflake
1 17%
Azure SQL Database
1 17%
What cloud and platforms does Medical Guardian use?
Azure is named in 83% of job postings at Medical Guardian, followed by Databricks (67%), Spark (33%), .NET (17%).
Azure
5 83%
Databricks
4 67%
Spark
2 33%
.NET
1 17%
AWS
1 17%
Azure AKS
1 17%
MLFlow
1 17%
Power BI
1 17%
Show all (13)
What developer tools does Medical Guardian use?
Git is named in 33% of job postings at Medical Guardian, followed by Rest API (33%), Bicep (17%), Docker (17%).
Git
2 33%
Rest API
2 33%
Bicep
1 17%
Docker
1 17%
Model Context Protocol
1 17%
Terraform
1 17%
dbt
1 17%
Show all (11)
What AI and ML technologies does Medical Guardian use?
LLM is named in 17% of job postings at Medical Guardian.
LLM
1 17%
Which engineering practices does Medical Guardian ask for?
CI/CD is named in 67% of job postings at Medical Guardian, followed by RAG (50%), Platform Engineering (33%), AI Agents (33%).
CI/CD
4 67%
RAG
3 50%
Platform Engineering
2 33%
AI Agents
2 33%
Incident Management
2 33%
Show all (15)
How does your stack fit Medical Guardian?
How is the Medical Guardian stack changing?
Read from the dates of the postings themselves: a technology is new when the first posting that names it appeared in the last six months, rising or falling when its share of postings moved between the last two quarters.
How modern is the Medical Guardian stack?
Medical Guardian scores 75 out of 100 (Cutting-edge). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 1; legacy ones: 0.
How common is the Medical Guardian stack in its industry?
Share of the 68 companies in the same industries, whose stack Alion knows, that use each technology.
Companies with a stack like Medical Guardian
Questions about the Medical Guardian tech stack
What programming languages does Medical Guardian use?
The languages named in Medical Guardian job postings are SQL (83%), Python (50%), C# (17%), PHP (17%), PowerShell (17%), as a share of the 6 postings of the last 12 months.
Does Medical Guardian use Azure?
Yes. Azure is named in 5 of 6 job postings (83%) and required in 5 of them.
What cloud and platforms does Medical Guardian use?
The cloud and platforms named in Medical Guardian job postings are Azure (5), Databricks (4), Spark (2) (postings in brackets).
Is the Medical Guardian tech stack changing?
Yes. ETL/ELT, CI/CD, MS SQL, Platform Engineering first appeared in Medical Guardian job postings in the last six months.
How modern is the Medical Guardian tech stack?
Medical Guardian scores 75 out of 100 (Cutting-edge). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 1; legacy ones: 0.
How does Alion know the Medical Guardian tech stack?
Alion reads every job posting Medical Guardian publishes and tags the technologies each one names. The figures on this page count the 6 postings of the last 12 months and were updated on Oct 25, 2026.
Method and citation
Alion reads every job posting the company publishes and tags the technologies each one names. Shares count the postings of the last 12 months, open and closed; the company's own products are counted apart. How we count
Alion, "Medical Guardian tech stack: 55 technologies from 6 job postings", as of Oct 25, 2026. https://alion.io/company/medical-guardian/technologies