SmartOSC tech stack

SmartOSC builds mostly with SQL, JavaScript, Python, PHP. Its stack also includes AWS, Azure, MySQL, PostgreSQL. SQL is named in 6 of the 17 job postings SmartOSC published in the last 12 months (35%). Counted by Alion from the job postings of SmartOSC, updated Sep 27, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 27, 2026
Technologies in use
81
Postings analysed
17
Open now
17
Modernity
79 /100
New in 6 months
6

What programming languages does SmartOSC use?

SQL is named in 35% of job postings at SmartOSC, followed by JavaScript (35%), Python (29%), PHP (24%).

SQL 6 35% required in 83% · 6 open now · since May 2023
JavaScript 6 35% required in 50% · 6 open now · since Mar 2025
Python 5 29% required in 100% · 5 open now · since May 2023
PHP 4 24% required in 25% · 4 open now · since May 2023
TypeScript 3 18% required in 67% · 3 open now · since Mar 2025
Java 2 12% required in 100% · 2 open now · since May 2023
Node JS 2 12% required in 100% · 2 open now · since Jun 2026
Apex 1 6% required in 100% · 1 open now · since Jul 2026
Show all (10)
Bash1
Scala1

What frameworks and libraries does SmartOSC use?

Playwright is named in 12% of job postings at SmartOSC, followed by React.js (12%), WooCommerce (12%), Nest.JS (6%).

Playwright 2 12% required in 100% · 2 open now · since Jan 2026
React.js 2 12% required in 50% · 2 open now · since Jul 2026
WooCommerce 2 12% required in 50% · 2 open now · since Jul 2026
Nest.JS 1 6% required in 100% · 1 open now · since Aug 2026
Redux 1 6% required in 100% · 1 open now · since Aug 2026
Robot Framework 1 6% required in 100% · 1 open now · since Jan 2026
Selenium 1 6% required in 100% · 1 open now · since Mar 2025
Next.js 1 6% optional · 1 open now · since Jul 2026

What databases does SmartOSC use?

MySQL is named in 12% of job postings at SmartOSC, followed by PostgreSQL (12%), Amazon Aurora (6%), Amazon Redshift (6%).

MySQL 2 12% required in 100% · 2 open now · since May 2023
PostgreSQL 2 12% required in 100% · 2 open now · since Nov 2025
Amazon Aurora 1 6% required in 100% · 1 open now · since Jun 2026
Amazon Redshift 1 6% required in 100% · 1 open now · since Aug 2026
BigQuery 1 6% required in 100% · 1 open now · since Aug 2026
Cassandra 1 6% required in 100% · 1 open now · since Jun 2026
DynamoDB 1 6% required in 100% · 1 open now · since Jun 2026
Google BigQuery 1 6% required in 100% · 1 open now · since Aug 2026
Show all (10)
Oracle1
Snowflake1

What cloud and platforms does SmartOSC use?

AWS is named in 35% of job postings at SmartOSC, followed by Azure (35%), Grafana (18%), GCP (12%).

AWS 6 35% required in 83% · 6 open now · since May 2023
Azure 6 35% required in 50% · 6 open now · since May 2023
Grafana 3 18% required in 33% · 3 open now · since Nov 2025
GCP 2 12% required in 100% · 2 open now · since May 2023
Azure DevOps 2 12% required in 50% · 2 open now · since May 2024
Linux 1 6% required in 100% · 1 open now · since May 2024
OpenAI 1 6% required in 100% · 1 open now · since Jun 2026
Postman 1 6% required in 100% · 1 open now · since Jul 2026
Show all (13)
Sophos1
Unix1
Apache Kafka1
Datadog1
Perplexity1

What developer tools does SmartOSC use?

Prometheus is named in 18% of job postings at SmartOSC, followed by Git (12%), Ansible (12%), Magento (12%).

Prometheus 3 18% required in 33% · 3 open now · since Nov 2025
Git 2 12% required in 100% · 2 open now · since Dec 2024
Ansible 2 12% required in 50% · 2 open now · since Nov 2025
Magento 2 12% required in 50% · 2 open now · since Jan 2025
Canva 1 6% required in 100% · 1 open now · since Sep 2026
Copado 1 6% required in 100% · 1 open now · since Jul 2026
Docker 1 6% required in 100% · 1 open now · since May 2023
Flyway 1 6% required in 100% · 1 open now · since Jun 2026
Show all (21)
Gearset1
JMeter1
Liquibase1
Microsoft Excel1
Rest API1
Swagger1
TestRail1
WordPress1
dbt1
k61
Jenkins1
Ruff1
Terraform1

What AI and ML technologies does SmartOSC use?

LLM is named in 6% of job postings at SmartOSC, followed by ChatGPT (6%).

LLM 1 6% required in 100% · 1 open now · since Jul 2026
ChatGPT 1 6% optional · 1 open now · since Aug 2026

Which engineering practices does SmartOSC ask for?

CI/CD is named in 29% of job postings at SmartOSC, followed by AI Agents (12%), RAG (12%), SLI/SLO/SLA (12%).

CI/CD 5 29% required in 80% · 5 open now · since May 2023
AI Agents 2 12% required in 100% · 2 open now · since Jun 2026
RAG 2 12% required in 100% · 2 open now · since Jun 2026
SLI/SLO/SLA 2 12% required in 100% · 2 open now · since Aug 2026
Computer Vision 1 6% required in 100% · 1 open now · since Jul 2026
ETL/ELT 1 6% required in 100% · 1 open now · since Aug 2026
Hallucination 1 6% required in 100% · 1 open now · since Jul 2026
Incident Management 1 6% required in 100% · 1 open now · since Sep 2026
Show all (17)
Machine Learning1
Multi-Agent Systems1
State Management1
Time Series Forecasting1
VPN1
Wi-Fi1
LLM Guardrails1
LLMOps1
Prompt Engineering1

What does each SmartOSC team work with?

The technologies each team's postings require most often, with the number of postings that require them.

Data Science

3 postings
Python3
SQL3
AWS2
Java2
MySQL2
PostgreSQL2

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How is the SmartOSC 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.

First appeared
SLI/SLO/SLAAug 2026
React.jsJul 2026
WooCommerceJul 2026
AI AgentsJun 2026
RAGJun 2026
Node JSJun 2026

How modern is the SmartOSC stack?

Cutting-edge AI adopter 79/100

SmartOSC scores 79 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 SmartOSC stack in its industry?

Share of the 1,371 companies in the same industries, whose stack Alion knows, that use each technology.

AWS23%
Azure16%
JavaScript32%
SQL35%
Python33%
PHP20%
Grafana10%
TypeScript21%
Azure DevOps4%
GCP18%

Questions about the SmartOSC tech stack

What programming languages does SmartOSC use?

The languages named in SmartOSC job postings are SQL (35%), JavaScript (35%), Python (29%), PHP (24%), TypeScript (18%), as a share of the 17 postings of the last 12 months.

Does SmartOSC use Playwright?

Yes. Playwright is named in 2 of 17 job postings (12%) and required in 2 of them.

What cloud and platforms does SmartOSC use?

The cloud and platforms named in SmartOSC job postings are AWS (6), Azure (6), Grafana (3) (postings in brackets).

What skills do you need for a Data Science job at SmartOSC?

Data Science postings at SmartOSC most often require Python (3), SQL (3), AWS (2), Java (2), out of 3 postings in the last 12 months.

Is the SmartOSC tech stack changing?

Yes. SLI/SLO/SLA, React.js, WooCommerce, AI Agents first appeared in SmartOSC job postings in the last six months.

How modern is the SmartOSC tech stack?

SmartOSC scores 79 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 SmartOSC tech stack?

Alion reads every job posting SmartOSC publishes and tags the technologies each one names. The figures on this page count the 17 postings of the last 12 months and were updated on Sep 27, 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, "SmartOSC tech stack: 81 technologies from 17 job postings", as of Sep 27, 2026. https://alion.io/company/smartosc/technologies

Licence: CC BY-SA 4.0JSON