Smadex tech stack
Smadex builds mostly with SQL, Python, Java, Scala. Its stack also includes AWS, Amazon S3, Redis, MySQL. SQL is named in 27 of the 40 job postings Smadex published in the last 12 months (68%). Counted by Alion from the job postings of Smadex, updated Sep 29, 2026.
What programming languages does Smadex use?
SQL is named in 68% of job postings at Smadex, followed by Python (48%), Java (15%), Scala (15%).
SQL
27 68%
Python
19 48%
Java
6 15%
Scala
6 15%
Node JS
3 8%
JavaScript
3 8%
Bash
2 5%
TypeScript
1 3%
What frameworks and libraries does Smadex use?
NumPy is named in 5% of job postings at Smadex, followed by PyTorch (5%), Angular (3%), Phaser (3%).
What databases does Smadex use?
Redis is named in 13% of job postings at Smadex, followed by MySQL (13%), Memcached (10%), Amazon Redshift (8%).
What cloud and platforms does Smadex use?
AWS is named in 25% of job postings at Smadex, followed by Amazon S3 (18%), Amazon EC2 (18%), Spark (15%).
AWS
10 25%
Amazon EC2
7 18%
Spark
6 15%
Adjust
4 10%
AppsFlyer SDK
4 10%
Power BI
3 8%
Show all (17)
What developer tools does Smadex use?
Git is named in 20% of job postings at Smadex, followed by Docker (13%), Microsoft Excel (13%), Jenkins (13%).
Which engineering practices does Smadex ask for?
Machine Learning is named in 55% of job postings at Smadex, followed by A/B Testing (25%), FinOps (8%), Time Series Forecasting (8%).
FinOps
3 8%
CI/CD
2 5%
Deep Linking
2 5%
Show all (10)
What does each Smadex team work with?
The technologies each team's postings require most often, with the number of postings that require them.
Data Science
9 postingsOperations
4 postingsAnalytics
3 postingsLeadership
3 postingsAI/ML
3 postingsHow does your stack fit Smadex?
How modern is the Smadex stack?
Smadex scores 71 out of 100 (Modern). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 0; legacy ones: 0.
How common is the Smadex stack in its industry?
Share of the 710 companies in the same industries, whose stack Alion knows, that use each technology.
What sets Smadex apart
Companies with a stack like Smadex
Questions about the Smadex tech stack
What programming languages does Smadex use?
The languages named in Smadex job postings are SQL (68%), Python (48%), Java (15%), Scala (15%), Node JS (8%), as a share of the 40 postings of the last 12 months.
Does Smadex use NumPy?
Yes. NumPy is named in 2 of 40 job postings (5%) and required in 2 of them.
What cloud and platforms does Smadex use?
The cloud and platforms named in Smadex job postings are AWS (10), Amazon S3 (7), Amazon EC2 (7) (postings in brackets).
What skills do you need for a Data Science job at Smadex?
Data Science postings at Smadex most often require Python (5), SQL (5), out of 9 postings in the last 12 months.
Is the Smadex tech stack changing?
No new technology has appeared in Smadex job postings in the last six months.
How modern is the Smadex tech stack?
Smadex scores 71 out of 100 (Modern). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 0; legacy ones: 0.
How does Alion know the Smadex tech stack?
Alion reads every job posting Smadex publishes and tags the technologies each one names. The figures on this page count the 40 postings of the last 12 months and were updated on Sep 29, 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, "Smadex tech stack: 49 technologies from 40 job postings", as of Sep 29, 2026. https://alion.io/company/smadex/technologies