Actualize tech stack
Actualize builds mostly with Python, SQL, JavaScript, C#. Its stack also includes Azure, Azure DevOps, Snowflake, MS SQL. Azure is named in 4 of the 6 job postings Actualize published in the last 12 months (67%). Counted by Alion from the job postings of Actualize, updated Oct 22, 2026.
What programming languages does Actualize use?
Python is named in 50% of job postings at Actualize, followed by SQL (50%), JavaScript (33%), C# (17%).
What frameworks and libraries does Actualize use?
ASP.NET Core is named in 17% of job postings at Actualize, followed by Next.js (17%), React.js (17%), Selenium (17%).
What databases does Actualize use?
Snowflake is named in 33% of job postings at Actualize, followed by MS SQL (17%), PostgreSQL (17%).
What cloud and platforms does Actualize use?
Azure is named in 67% of job postings at Actualize, followed by Azure DevOps (33%), AWS (17%), Airflow (17%).
Azure
4 67%
Azure DevOps
2 33%
AWS
1 17%
Airflow
1 17%
GitHub Actions
1 17%
Power BI
1 17%
Apache Kafka
1 17%
Show all (13)
What developer tools does Actualize use?
Git is named in 50% of job postings at Actualize, followed by Docker (17%), Fivetran (17%), Matter (17%).
Git
3 50%
Docker
1 17%
Matter
1 17%
Model Context Protocol
1 17%
dbt
1 17%
pySpark
1 17%
Claude Code
1 17%
Show all (12)
What AI and ML technologies does Actualize use?
Claude is named in 17% of job postings at Actualize, followed by LLM (17%).
Which engineering practices does Actualize ask for?
CI/CD is named in 50% of job postings at Actualize, followed by AI Agents (33%), ETL/ELT (33%), Gitflow (17%).
CI/CD
3 50%
AI Agents
2 33%
Gitflow
1 17%
Platform Engineering
1 17%
RAG
1 17%
Embeddings
1 17%
Show all (13)
How does your stack fit Actualize?
How is the Actualize 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 Actualize stack?
Actualize scores 84 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: 2; legacy ones: 0.
How common is the Actualize stack in its industry?
Share of the 5,124 companies in the same industries, whose stack Alion knows, that use each technology.
Companies with a stack like Actualize
Questions about the Actualize tech stack
What programming languages does Actualize use?
The languages named in Actualize job postings are Python (50%), SQL (50%), JavaScript (33%), C# (17%), TypeScript (17%), as a share of the 6 postings of the last 12 months.
Does Actualize use Azure?
Yes. Azure is named in 4 of 6 job postings (67%) and required in 3 of them.
What cloud and platforms does Actualize use?
The cloud and platforms named in Actualize job postings are Azure (4), Azure DevOps (2), AWS (1) (postings in brackets).
Is the Actualize tech stack changing?
Yes. JavaScript, Python, SQL, Git first appeared in Actualize job postings in the last six months.
How modern is the Actualize tech stack?
Actualize scores 84 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: 2; legacy ones: 0.
How does Alion know the Actualize tech stack?
Alion reads every job posting Actualize 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 22, 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, "Actualize tech stack: 53 technologies from 6 job postings", as of Oct 22, 2026. https://alion.io/company/actualize-3/technologies