Milliman tech stack

Milliman builds mostly with Python, SQL, PowerShell. Its stack also includes Azure, Databricks, FastAPI, NumPy. Python is named in 3 of the 4 job postings Milliman published in the last 12 months (75%). Counted by Alion from the job postings of Milliman, updated Oct 14, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 14, 2026
Technologies in use
30
Postings analysed
4
Open now
4
Modernity
85 /100

What programming languages does Milliman use?

Python is named in 75% of job postings at Milliman, followed by SQL (75%), PowerShell (25%).

Python 3 75% required in 67% · 3 open now · since Sep 2026
SQL 3 75% required in 67% · 3 open now · since Sep 2026
PowerShell 1 25% required in 100% · 1 open now · since Oct 2026

What frameworks and libraries does Milliman use?

FastAPI is named in 25% of job postings at Milliman, followed by NumPy (25%), PyTorch (25%), Scikit-learn (25%).

FastAPI 1 25% optional · 1 open now · since Sep 2026
NumPy 1 25% optional · 1 open now · since Sep 2026
PyTorch 1 25% optional · 1 open now · since Sep 2026
Scikit-learn 1 25% optional · 1 open now · since Sep 2026
TensorFlow 1 25% optional · 1 open now · since Sep 2026

What cloud and platforms does Milliman use?

Azure is named in 75% of job postings at Milliman, followed by Databricks (50%), GCP (50%), Active Directory (25%).

Azure 3 75% required in 67% · 3 open now · since Sep 2026
Databricks 2 50% required in 50% · 2 open now · since Sep 2026
GCP 2 50% optional · 2 open now · since Sep 2026
Active Directory 1 25% required in 100% · 1 open now · since Oct 2026
Microsoft Fabric 1 25% required in 100% · 1 open now · since Oct 2026
Spark 1 25% required in 100% · 1 open now · since Oct 2026
Windows 1 25% required in 100% · 1 open now · since Oct 2026
AWS 1 25% optional · 1 open now · since Sep 2026
Show all (11)
Azure DevOps1
MLFlow1
Power BI1

What developer tools does Milliman use?

Git is named in 50% of job postings at Milliman, followed by Azure Data Factory (25%), Docker (25%), Rest API (25%).

Git 2 50% optional · 2 open now · since Sep 2026
Azure Data Factory 1 25% required in 100% · 1 open now · since Oct 2026
Docker 1 25% optional · 1 open now · since Sep 2026
Rest API 1 25% optional · 1 open now · since Sep 2026

What AI and ML technologies does Milliman use?

LLM is named in 50% of job postings at Milliman.

LLM 2 50% required in 100% · 2 open now · since Sep 2026

Which engineering practices does Milliman ask for?

CI/CD is named in 75% of job postings at Milliman, followed by Machine Learning (50%), Agentic Workflows (25%), Embeddings (25%).

CI/CD 3 75% required in 33% · 3 open now · since Sep 2026
Machine Learning 2 50% required in 50% · 2 open now · since Sep 2026
Agentic Workflows 1 25% required in 100% · 1 open now · since Sep 2026
Embeddings 1 25% required in 100% · 1 open now · since Sep 2026
Prompt Engineering 1 25% required in 100% · 1 open now · since Sep 2026
RAG 1 25% required in 100% · 1 open now · since Sep 2026

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How modern is the Milliman stack?

Cutting-edge AI adopter 85/100

Milliman scores 85 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 Milliman stack in its industry?

Share of the 1,849 companies in the same industries, whose stack Alion knows, that use each technology.

Azure32%
Python39%
SQL37%
Databricks14%
GCP20%
LLM21%
AWS29%
Active Directory10%
Azure DevOps14%
FastAPI7%

Questions about the Milliman tech stack

What programming languages does Milliman use?

The languages named in Milliman job postings are Python (75%), SQL (75%), PowerShell (25%), as a share of the 4 postings of the last 12 months.

Does Milliman use Azure?

Yes. Azure is named in 3 of 4 job postings (75%) and required in 2 of them.

What cloud and platforms does Milliman use?

The cloud and platforms named in Milliman job postings are Azure (3), Databricks (2), GCP (2) (postings in brackets).

Is the Milliman tech stack changing?

No new technology has appeared in Milliman job postings in the last six months.

How modern is the Milliman tech stack?

Milliman scores 85 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 Milliman tech stack?

Alion reads every job posting Milliman publishes and tags the technologies each one names. The figures on this page count the 4 postings of the last 12 months and were updated on Oct 14, 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, "Milliman tech stack: 30 technologies from 4 job postings", as of Oct 14, 2026. https://alion.io/company/milliman/technologies

Licence: CC BY-SA 4.0JSON