SmartOSC
Custom Software Development · IT Consulting & Digital Transformation

SmartOSC tech stack

SmartOSC builds mostly with SQL, Python, JavaScript, PHP. Its stack also includes Azure, AWS, Snowflake, PostgreSQL. SQL is named in 12 of the 35 job postings SmartOSC published in the last 12 months (34%). Counted by Alion from the job postings of SmartOSC, updated Nov 11, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 11, 2026
Technologies in use
116
Postings analysed
35
Open now
18
Modernity
85 /100
New in 6 months
8

What programming languages does SmartOSC use?

SQL is named in 34% of job postings at SmartOSC, followed by Python (31%), JavaScript (31%), PHP (29%).

SQL 12 34% required in 92% · 7 open now · since May 2023
Python 11 31% required in 91% · 6 open now · since May 2023
JavaScript 11 31% required in 55% · 5 open now · since Mar 2025
PHP 10 29% required in 40% · 3 open now · since May 2023
TypeScript 5 14% required in 80% · 3 open now · since Mar 2025
Node JS 4 11% required in 100% · 1 open now · since Jun 2026
Java 2 6% required in 100% · since May 2023
Scala 2 6% required in 50% · 1 open now · since Aug 2026
Show all (11)
Apex1
Bash1
Go1

What frameworks and libraries does SmartOSC use?

React.js is named in 11% of job postings at SmartOSC, followed by Playwright (9%), Selenium (6%), Nest.JS (6%).

React.js 4 11% required in 50% · 2 open now · since Jul 2026
Playwright 3 9% required in 100% · 2 open now · since Jan 2026
Selenium 2 6% required in 100% · 1 open now · since Mar 2025
Nest.JS 2 6% required in 50% · 1 open now · since Aug 2026
Next.js 2 6% required in 50% · 2 open now · since Jul 2026
WooCommerce 2 6% required in 50% · 1 open now · since Jul 2026
Chi 1 3% required in 100% · 1 open now · since Oct 2026
Cypress 1 3% required in 100% · 1 open now · since Nov 2026
Show all (19)
JQuery1
Laravel1
React Native1
Redux1
Robot Framework1
DeepEval1
Express1
Fastify1
LangChain1
LlamaIndex1
Ragas1

What databases does SmartOSC use?

Snowflake is named in 11% of job postings at SmartOSC, followed by PostgreSQL (11%), MySQL (9%), Google BigQuery (6%).

Snowflake 4 11% required in 75% · 3 open now · since Aug 2026
PostgreSQL 4 11% required in 50% · 1 open now · since Nov 2025
MySQL 3 9% required in 67% · 1 open now · since May 2023
Google BigQuery 2 6% required in 100% · 1 open now · since Aug 2026
Oracle 2 6% required in 100% · since May 2023
Amazon Aurora 1 3% required in 100% · since Jun 2026
Amazon Redshift 1 3% required in 100% · since Aug 2026
Cassandra 1 3% required in 100% · since Jun 2026
Show all (10)
Delta Lake1
DynamoDB1

What cloud and platforms does SmartOSC use?

Azure is named in 31% of job postings at SmartOSC, followed by AWS (26%), GCP (14%), Grafana (11%).

Azure 11 31% required in 45% · 7 open now · since May 2023
AWS 9 26% required in 67% · 6 open now · since May 2023
GCP 5 14% required in 60% · 4 open now · since May 2023
Grafana 4 11% required in 50% · since Apr 2025
Figma 3 9% required in 100% · 2 open now · since Oct 2026
Azure DevOps 3 9% required in 67% · 1 open now · since May 2024
Balsamiq 2 6% required in 100% · 2 open now · since Oct 2026
Linux 2 6% required in 100% · since May 2024
Show all (25)
Postman2
Unix2
GitHub2
Microsoft Fabric2
Power BI2
Dynatrace1
LDAP1
OpenAI1
Sophos1
Spark1
Windows1
Windows Server1
Apache Kafka1
Databricks1
Datadog1
Kubernetes1
Perplexity1

What developer tools does SmartOSC use?

Git is named in 14% of job postings at SmartOSC, followed by Magento (14%), Rest API (11%), WordPress (9%).

Git 5 14% required in 80% · 3 open now · since Dec 2024
Magento 5 14% required in 60% · 3 open now · since Jan 2025
Rest API 4 11% required in 75% · 2 open now · since Aug 2026
WordPress 3 9% required in 100% · 1 open now · since Aug 2026
Ansible 3 9% required in 67% · since Nov 2025
Prometheus 3 9% required in 33% · since Nov 2025
Azure Data Factory 2 6% required in 100% · 2 open now · since Oct 2026
Canva 2 6% required in 100% · since Jun 2023
Show all (28)
Swagger2
TestRail2
Docker2
Argo Workflows1
Claude Code1
Copado1
Copilot1
Cursor1
Drupal1
Flyway1
Gearset1
JMeter1
Liquibase1
Microsoft Excel1
dbt1
k61
pySpark1
Jenkins1
Ruff1
Terraform1

What AI and ML technologies does SmartOSC use?

ChatGPT is named in 9% of job postings at SmartOSC, followed by LLM (9%), Gemini (6%), Claude (3%).

ChatGPT 3 9% required in 67% · 1 open now · since Aug 2026
LLM 3 9% required in 67% · 3 open now · since Jul 2026
Gemini 2 6% required in 100% · 1 open now · since Oct 2026
Claude 1 3% required in 100% · since Oct 2026

Which engineering practices does SmartOSC ask for?

CI/CD is named in 26% of job postings at SmartOSC, followed by AI Agents (11%), ETL/ELT (11%), RAG (11%).

CI/CD 9 26% required in 78% · 4 open now · since May 2023
AI Agents 4 11% required in 100% · 4 open now · since Jun 2026
ETL/ELT 4 11% required in 100% · 3 open now · since Aug 2026
RAG 4 11% required in 75% · 4 open now · since Jun 2026
Machine Learning 3 9% required in 33% · 2 open now · since May 2026
Hallucination 2 6% required in 100% · 2 open now · since Jul 2026
Master Data Management 2 6% required in 100% · 2 open now · since Oct 2026
Time Series 2 6% required in 50% · 1 open now · since Jun 2026
Show all (19)
Computer Vision1
DNS1
Dimensional Modeling1
Incident Management1
Multi-Agent Systems1
SOAP1
State Management1
VPN1
Wi-Fi1
LLM Guardrails1
LLMOps1

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

8 postings
Python7
SQL7
Snowflake3
AWS2
Ansible2
Azure2

Analytics

6 postings
Balsamiq2
Figma2
PHP2
SQL2

QA

4 postings
Playwright2
Selenium2
TestRail2
TypeScript2

Backend

3 postings
JavaScript3
Node JS2
React.js2
TypeScript2

See the open roles

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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
Microsoft FabricOct 2026
Power BIOct 2026
GitHubOct 2026
Azure Data FactoryOct 2026
Master Data ManagementOct 2026
FigmaOct 2026
BalsamiqOct 2026
GeminiOct 2026
Rising
ETL/ELT0% → 17%
Rest API0% → 17%
Snowflake0% → 17%
Figma0% → 13%
Git10% → 17%
GCP10% → 17%
Magento10% → 17%
Falling
JavaScript50% → 26%

How modern is the SmartOSC stack?

Cutting-edge AI adopter 85/100

SmartOSC 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: 4; legacy ones: 0.

How common is the SmartOSC stack in its industry?

Share of the 12,589 companies in the same industries, whose stack Alion knows, that use each technology.

SQL46%
Azure37%
JavaScript49%
Python46%
PHP18%
AWS39%
GCP26%
TypeScript35%
Grafana15%
Node JS22%

Questions about the SmartOSC tech stack

What programming languages does SmartOSC use?

The languages named in SmartOSC job postings are SQL (34%), Python (31%), JavaScript (31%), PHP (29%), TypeScript (14%), as a share of the 35 postings of the last 12 months.

Does SmartOSC use React.js?

Yes. React.js is named in 4 of 35 job postings (11%) and required in 2 of them.

What cloud and platforms does SmartOSC use?

The cloud and platforms named in SmartOSC job postings are Azure (11), AWS (9), GCP (5) (postings in brackets).

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

Data Science postings at SmartOSC most often require Python (7), SQL (7), Snowflake (3), AWS (2), out of 8 postings in the last 12 months.

Is the SmartOSC tech stack changing?

Yes. Microsoft Fabric, Power BI, GitHub, Azure Data Factory first appeared in SmartOSC job postings in the last six months.

How modern is the SmartOSC tech stack?

SmartOSC 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: 4; 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 35 postings of the last 12 months and were updated on Nov 11, 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: 116 technologies from 35 job postings", as of Nov 11, 2026. https://alion.io/company/smartosc/technologies

Licence: CC BY-SA 4.0JSON