SonarSource
Software Testing & QA · Application Security

SonarSource tech stack

SonarSource builds mostly with Python, Java, JavaScript, SQL. Its stack also includes SonarQube, AWS, OpenSearch, Amazon Aurora. SonarQube is named in 54 of the 111 job postings SonarSource published in the last 12 months (49%). Counted by Alion from the job postings of SonarSource, updated Nov 10, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 10, 2026
Technologies in use
134
Postings analysed
111
Open now
64
Modernity
85 /100
New in 6 months
8

What programming languages does SonarSource use?

Python is named in 29% of job postings at SonarSource, followed by Java (21%), JavaScript (13%), SQL (10%).

Python 32 29% required in 100% · 17 open now · since Sep 2025
Java 23 21% required in 87% · 12 open now · since Apr 2026
JavaScript 14 13% required in 100% · 6 open now · since Feb 2026
SQL 11 10% required in 100% · 7 open now · since Mar 2026
C# 8 7% required in 100% · 5 open now · since May 2026
C++ 6 5% required in 100% · 3 open now · since May 2026
Rust 6 5% required in 100% · 3 open now · since May 2026
TypeScript 3 3% required in 100% · 1 open now · since Jul 2026
Show all (11)
Node JS2
PowerShell1
PHP1

What frameworks and libraries does SonarSource use?

Transformers is named in 5% of job postings at SonarSource, followed by React.js (3%), AutoGen (1%), CrewAI (1%).

Transformers 5 5% required in 40% · 3 open now · since Aug 2026
React.js 3 3% required in 67% · since Feb 2026
AutoGen 1 1% required in 100% · since Feb 2026
CrewAI 1 1% required in 100% · since Feb 2026
LangChain 1 1% required in 100% · since Feb 2026
Micronaut 1 1% required in 100% · since Aug 2026
PyTorch 1 1% required in 100% · since Apr 2026
Scikit-learn 1 1% required in 100% · 1 open now · since Sep 2026
Show all (11)
Spring Framework1
Statsmodels1
TensorFlow1

What databases does SonarSource use?

OpenSearch is named in 6% of job postings at SonarSource, followed by Amazon Aurora (5%), PostgreSQL (3%), DynamoDB (2%).

OpenSearch 7 6% required in 71% · 4 open now · since Mar 2026
Amazon Aurora 5 5% required in 100% · 2 open now · since Mar 2026
PostgreSQL 3 3% required in 100% · 2 open now · since May 2026
DynamoDB 2 2% optional · 2 open now · since Jul 2026
Google BigQuery 1 1% required in 100% · 1 open now · since Oct 2026
Pinecone 1 1% required in 100% · since Feb 2026
Snowflake 1 1% required in 100% · 1 open now · since Oct 2026
Weaviate 1 1% required in 100% · since Feb 2026
Show all (9)
Amazon Redshift1

What cloud and platforms does SonarSource use?

SonarQube is named in 49% of job postings at SonarSource, followed by AWS (28%), Azure (13%), GitHub (8%).

SonarQube 54 49% required in 94% · 23 open now · since Sep 2025
AWS 31 28% required in 77% · 14 open now · since Mar 2024
Azure 14 13% required in 71% · 8 open now · since Mar 2024
GitHub 9 8% required in 100% · 2 open now · since May 2026
GCP 7 6% required in 86% · 2 open now · since Mar 2026
Tableau 6 5% required in 100% · 5 open now · since Mar 2026
Bitbucket 6 5% required in 83% · 5 open now · since Jul 2026
Kubernetes 6 5% required in 67% · 5 open now · since Mar 2024
Show all (35)
Windows6
Okta5
GitLab5
Anthropic4
AWS Lambda4
Linux4
Amazon CloudWatch3
Amazon ECS3
Azure DevOps3
Datadog2
Grafana2
Microsoft Entra ID2
Splunk2
Databricks2
OpenAI2
AWS Bedrock AgentCore1
Active Directory1
CyberArk1
E2B1
Hugging Face1
LDAP1
Looker1
Ping Identity1
Postman1
API Gateway1
Amazon S31
Spark1

What developer tools does SonarSource use?

OpenAI Codex is named in 38% of job postings at SonarSource, followed by Copilot (38%), Claude Code (34%), Cursor (34%).

OpenAI Codex 42 38% required in 100% · 15 open now · since Mar 2026
Copilot 42 38% required in 98% · 14 open now · since Mar 2026
Claude Code 38 34% required in 100% · 13 open now · since Mar 2026
Cursor 38 34% required in 100% · 13 open now · since Mar 2026
Devin 37 33% required in 100% · 12 open now · since Mar 2026
Terraform 11 10% required in 91% · 7 open now · since Mar 2026
Git 10 9% required in 100% · 6 open now · since May 2026
Docker 8 7% required in 63% · 6 open now · since Mar 2024
Show all (26)
Model Context Protocol6
CloudFormation6
Rest API4
dbt4
AWS CDK4
Ansible4
Microsoft Excel3
HashiCorp Vault2
OpenTofu2
Prometheus2
Puppet2
Drupal1
Gradle1
Jenkins1
Maven1
Windsurf1
WordPress1
pySpark1

What AI and ML technologies does SonarSource use?

Claude is named in 16% of job postings at SonarSource, followed by LLM (14%), Gemini (8%), PEFT (5%).

Claude 18 16% required in 100% · 9 open now · since May 2026
LLM 15 14% required in 100% · 6 open now · since Sep 2025
Gemini 9 8% required in 100% · since Jun 2026
PEFT 6 5% optional · 3 open now · since Apr 2026
ChatGPT 2 2% required in 50% · 2 open now · since Oct 2026
LoRA 1 1% optional · since Apr 2026
QLoRA 1 1% optional · since Apr 2026

Which engineering practices does SonarSource ask for?

AI Agents is named in 56% of job postings at SonarSource, followed by CI/CD (19%), Platform Engineering (12%), IAM (10%).

AI Agents 62 56% required in 95% · 31 open now · since Sep 2025
CI/CD 21 19% required in 86% · 14 open now · since Sep 2025
Platform Engineering 13 12% required in 100% · 10 open now · since Mar 2026
IAM 11 10% required in 100% · 7 open now · since Mar 2026
Fine-tuning 8 7% required in 25% · 3 open now · since Sep 2025
Machine Learning 7 6% required in 100% · 3 open now · since Sep 2025
Post-training 6 5% required in 100% · 3 open now · since May 2026
GRPO 6 5% optional · 3 open now · since May 2026
Show all (35)
SFT6
FinOps5
Incident Management5
SOAP5
PPO5
Synthetic Data5
A/B Testing4
Prompt Engineering4
Configuration Management3
DNS3
Human-in-the-Loop3
RAG3
Agentic Workflows2
ETL/ELT2
Error Budget2
LLM Evaluation2
LLM Guardrails2
Pipeline as Code2
SLI/SLO/SLA2
TCP/IP2
NLP2
EU AI Act1
Function Calling1
Multi-Agent Systems1
Self-Healing1
Reinforcement Learning1
Semantic Search1

What does each SonarSource team work with?

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

AI/ML

12 postings
Python12
LLM8
Java7
C#6
C++6
Rust6

Backend

12 postings
Java10
OpenAI Codex9
Claude7
Copilot7
SonarQube7
Claude Code6

Sales

11 postings
Tableau4
Git2

Leadership

7 postings
AWS3
Amazon Aurora3
Claude Code3
Copilot3
Cursor3
Devin3

Security

7 postings
AWS5
Azure5
GCP5
Claude Code4
Copilot4
Cursor4

Solutions

7 postings
AWS2
Azure2
Docker2
Kubernetes2
Windows2

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How much does SonarSource pay by technology?

Median stated pay of the postings that name each technology, against the median of all SonarSource postings with stated pay: $183k across 16 postings.

TechnologyPostings with payMedianvs company median
SonarQube11$180k−2%
LLM7$187k+3%
Python6$183k0%
GitHub5$193k+6%

How is the SonarSource 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
ChatGPTOct 2026
Microsoft Entra IDSep 2026
ETL/ELTAug 2026
LLM EvaluationAug 2026
LLM GuardrailsAug 2026
SOAPAug 2026
TransformersAug 2026
PPOAug 2026
Rising
Tableau0% → 10%
JavaScript9% → 16%
Terraform7% → 14%
Okta2% → 8%
SOAP2% → 8%
Amazon Aurora2% → 6%
FinOps2% → 6%
Rest API2% → 6%
Falling
SonarQube66% → 35%
Copilot57% → 27%
OpenAI Codex55% → 29%
Claude Code50% → 25%
Cursor50% → 25%
Devin48% → 25%
LLM18% → 8%
Git16% → 6%

How modern is the SonarSource stack?

Cutting-edge AI adopter 85/100

SonarSource 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: 7; legacy ones: 0.

How common is the SonarSource stack in its industry?

Share of the 598 companies in the same industries, whose stack Alion knows, that use each technology.

SonarQube6%
Python66%
AWS55%
Java41%
Claude26%
LLM40%
Azure44%
JavaScript61%
SQL49%
Gemini8%

What sets SonarSource apart

PEFT3%
Amazon Aurora3%
Transformers4%

Questions about the SonarSource tech stack

What programming languages does SonarSource use?

The languages named in SonarSource job postings are Python (29%), Java (21%), JavaScript (13%), SQL (10%), C# (7%), as a share of the 111 postings of the last 12 months.

Does SonarSource use Transformers?

Yes. Transformers is named in 5 of 111 job postings (5%) and required in 2 of them.

What cloud and platforms does SonarSource use?

The cloud and platforms named in SonarSource job postings are SonarQube (54), AWS (31), Azure (14) (postings in brackets).

What skills do you need for a AI/ML job at SonarSource?

AI/ML postings at SonarSource most often require Python (12), LLM (8), Java (7), C# (6), out of 12 postings in the last 12 months.

Is the SonarSource tech stack changing?

Yes. ChatGPT, Microsoft Entra ID, ETL/ELT, LLM Evaluation first appeared in SonarSource job postings in the last six months.

How modern is the SonarSource tech stack?

SonarSource 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: 7; legacy ones: 0.

How does Alion know the SonarSource tech stack?

Alion reads every job posting SonarSource publishes and tags the technologies each one names. The figures on this page count the 111 postings of the last 12 months and were updated on Nov 10, 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, "SonarSource tech stack: 134 technologies from 111 job postings", as of Nov 10, 2026. https://alion.io/company/sonar/technologies

Licence: CC BY-SA 4.0JSON