Qualys tech stack

Qualys builds mostly with Python, Java, SQL, Bash. Its stack also includes AWS, Azure, ElasticSearch, Redis. Python is named in 54 of the 165 job postings Qualys published in the last 12 months (33%). Counted by Alion from the job postings of Qualys, updated Sep 27, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 27, 2026
Technologies in use
236
Postings analysed
165
Open now
125
Modernity
81 /100
New in 6 months
8

What programming languages does Qualys use?

Python is named in 33% of job postings at Qualys, followed by Java (16%), SQL (13%), Bash (11%).

Python 54 33% required in 81% · 40 open now · since Jun 2026
Java 26 16% required in 88% · 14 open now · since Jun 2026
SQL 21 13% required in 95% · 16 open now · since Jun 2026
Bash 18 11% required in 94% · 11 open now · since Jun 2026
C++ 5 3% required in 100% · 3 open now · since Jun 2026
Lua 5 3% required in 100% · 5 open now · since Jul 2026
JavaScript 4 2% required in 75% · 3 open now · since Jul 2026
PowerShell 4 2% required in 50% · 4 open now · since Jun 2026
Show all (16)
Scala4
Node JS3
Assembly2
Go2
TypeScript2
Apex1
C#1
PHP1

What frameworks and libraries does Qualys use?

Spring Boot is named in 4% of job postings at Qualys, followed by Hadoop (3%), LangChain (2%), PoC Library (2%).

Spring Boot 7 4% required in 86% · since Jul 2026
Hadoop 5 3% required in 100% · 4 open now · since Jun 2026
LangChain 4 2% required in 50% · 1 open now · since Jun 2026
PoC Library 3 2% required in 100% · 3 open now · since Jun 2026
PyTorch 3 2% required in 100% · since Jun 2026
Selenium 3 2% required in 100% · 2 open now · since Aug 2026
Flink 3 2% required in 67% · 1 open now · since Jun 2026
NumPy 2 1% required in 100% · since Jun 2026
Show all (44)
Pandas2
Playwright2
Pytest2
React.js2
Robot Framework2
Scikit-learn2
TensorFlow2
Guardrails AI2
Angular1
Beautiful Soup1
Celery1
Commander.js1
CrewAI1
Django1
FAISS1
FastAPI1
Flask1
HTTPX1
Hibernate1
Lightning Web Components1
LlamaIndex1
Metasploit1
Mocha1
OpenTelemetry1
Pydantic1
Redux1
Redux Toolkit1
SQLAlchemy1
SciPy1
TestNG1
TruLens1
Visualforce1

And 4 more, each named in fewer postings.

What databases does Qualys use?

ElasticSearch is named in 7% of job postings at Qualys, followed by Redis (7%), Cassandra (5%), MS SQL (3%).

ElasticSearch 12 7% required in 92% · 3 open now · since Jun 2026
Redis 11 7% required in 100% · 3 open now · since Jun 2026
Cassandra 9 5% required in 100% · 3 open now · since Jun 2026
MS SQL 5 3% required in 100% · 4 open now · since Jul 2026
Memcached 5 3% required in 100% · 1 open now · since Jul 2026
Oracle 4 2% required in 100% · 3 open now · since Jun 2026
OpenSearch 4 2% required in 50% · 2 open now · since Jun 2026
ClickHouse 2 1% required in 100% · 2 open now · since Jul 2026
Show all (21)
Delta Lake2
Pinecone2
Presto2
Snowflake2
Amazon Redshift1
Apache Iceberg1
BigQuery1
Google BigQuery1
MySQL1
PostgreSQL1
Qdrant1
Trino1
Weaviate1

What cloud and platforms does Qualys use?

AWS is named in 30% of job postings at Qualys, followed by Azure (29%), GCP (27%), Kubernetes (21%).

AWS 49 30% required in 71% · 34 open now · since Jun 2026
Azure 48 29% required in 71% · 35 open now · since Jun 2026
GCP 44 27% required in 68% · 30 open now · since Jun 2026
Kubernetes 34 21% required in 76% · 16 open now · since Jun 2026
Linux 25 15% required in 96% · 14 open now · since Jun 2026
Apache Kafka 18 11% required in 83% · 10 open now · since Jun 2026
Windows 17 10% required in 94% · 13 open now · since Jun 2026
Unix 15 9% required in 93% · 10 open now · since Jul 2026
Show all (56)
Grafana9
Active Directory7
VMWare6
Spark5
Debian5
GitHub5
SIEM5
Splunk5
CentOS Stream4
OpenAI4
Power BI4
Tableau4
Ubuntu4
AppDynamics4
Bitbucket4
Postman4
Amazon S33
Figma3
Azure AKS3
Anthropic2
Databricks2
GitHub Actions2
GitLab CI2
Hugging Face2
AWS Bedrock1
Airflow1
Amazon EC21
Bamboo1
CUDA Toolkit1
GitLab1
Kibana1
Kubeflow1

And 16 more, each named in fewer postings.

What developer tools does Qualys use?

Docker is named in 15% of job postings at Qualys, followed by Jenkins (10%), Terraform (6%), Rest API (5%).

Docker 24 15% required in 67% · 12 open now · since Jun 2026
Jenkins 16 10% required in 81% · 5 open now · since Jun 2026
Terraform 10 6% required in 50% · 5 open now · since Jun 2026
Rest API 9 5% required in 100% · 6 open now · since Jul 2026
Prometheus 9 5% required in 78% · 3 open now · since Jun 2026
Copilot 6 4% required in 83% · 4 open now · since Jul 2026
Ansible 6 4% required in 50% · 3 open now · since Jul 2026
Apache HTTP Server 5 3% required in 100% · 4 open now · since Jul 2026
Show all (50)
Git5
Microsoft Excel5
CloudFormation5
Adobe Premiere Pro4
Model Context Protocol3
Consul3
Vault3
Maven3
Matter2
VirtualBox2
Vite2
Webpack2
Windsurf2
Apache Tomcat2
Chef2
Gradle2
Puppet2
Adobe After Effects1
Adobe Illustrator1
Alertmanager1
Canva1
Chrome DevTools1
Devin1
Filebeat1
Fluent Bit1
GraphQL1
HashiCorp Vault1
Helm1
JMeter1
KVM1
Locust1
ModSecurity1

And 10 more, each named in fewer postings.

What AI and ML technologies does Qualys use?

LLM is named in 10% of job postings at Qualys, followed by Claude (5%), ChatGPT (1%), Falcon (1%).

LLM 17 10% required in 94% · 14 open now · since Jun 2026
Claude 8 5% required in 75% · 8 open now · since Jun 2026
ChatGPT 2 1% required in 50% · 2 open now · since Jul 2026
Falcon 1 1% optional · 1 open now · since Jun 2026
GPT-4 1 1% optional · 1 open now · since Jun 2026
Mistral 1 1% optional · 1 open now · since Jun 2026

Which engineering practices does Qualys ask for?

CI/CD is named in 17% of job postings at Qualys, followed by TCP/IP (15%), AI Agents (10%), DNS (9%).

CI/CD 28 17% required in 79% · 13 open now · since Jun 2026
TCP/IP 24 15% required in 96% · 21 open now · since Jun 2026
AI Agents 17 10% required in 100% · 15 open now · since Mar 2026
DNS 15 9% required in 87% · 13 open now · since Jun 2026
SLI/SLO/SLA 9 5% required in 100% · 8 open now · since Apr 2026
Machine Learning 9 5% required in 89% · 6 open now · since Jun 2026
Platform Engineering 8 5% required in 100% · 4 open now · since Jun 2026
Incident Management 8 5% required in 88% · 4 open now · since Jun 2026
Show all (43)
RAG7
IAM6
Configuration Management6
Embeddings5
LLM Guardrails5
Agentic Workflows4
DHCP4
Fine-tuning4
Prompt Engineering4
Red Teaming4
Anomaly Detection3
Function Calling2
Hallucination2
Tool Use2
eBPF2
Semantic Search2
Semantic Search2
Chain-of-Thought1
Data Vault1
Dimensional Modeling1
ETL/ELT1
Explainable AI1
LLMOps1
MPLS1
NER1
NLP1
SOAP1
SRE1
Self-Healing1
State Management1
Synthetic Data1
Time Series Forecasting1

And 3 more, each named in fewer postings.

What does each Qualys team work with?

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

Solutions

24 postings
AWS10
Azure10
GCP10
Python5
SQL2

AI/ML

15 postings
Python13
LLM8
AWS6
Azure6
Kubernetes5
Docker4

Backend

15 postings
Java8
Kubernetes8
ElasticSearch7
Apache Kafka6
Azure6
Docker6

Sales

15 postings
AWS2
GCP2
Tableau2

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How much does Qualys pay by technology?

Median stated pay of the postings that name each technology, against the median of all Qualys postings with stated pay: $218k across 24 postings.

TechnologyPostings with payMedianvs company median
AWS6$208k−5%
Azure6$208k−5%
GCP6$208k−5%
Python5$175k−20%
SQL5$175k−20%

How is the Qualys 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
PlaywrightSep 2026
Robot FrameworkSep 2026
Tool UseAug 2026
TableauAug 2026
AnthropicAug 2026
DatabricksAug 2026
Delta LakeAug 2026
SnowflakeAug 2026
Rising
Bash0% → 13%
Java7% → 18%
Unix0% → 11%
Linux7% → 17%
TCP/IP7% → 16%
Windows3% → 12%
Rest API0% → 7%
Docker10% → 16%
Falling
AI Agents17% → 8%
LLM17% → 9%
SLI/SLO/SLA10% → 4%
Machine Learning10% → 4%
Hadoop7% → 2%
LLM Guardrails7% → 2%

How modern is the Qualys stack?

Cutting-edge AI adopter 81/100

Qualys scores 81 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: 6; legacy ones: 0.

How common is the Qualys stack in its industry?

Share of the 1,078 companies in the same industries, whose stack Alion knows, that use each technology.

Python59%
AWS49%
Azure43%
GCP35%
Kubernetes41%
Java27%
Linux40%
SQL44%
Apache Kafka20%
Bash19%

What sets Qualys apart

Cassandra4%
Hadoop4%
Lua1%
Memcached1%
AppDynamics1%
Bitbucket4%
CentOS Stream4%
Flink4%
PoC Library4%

Qualys products in its job postings

Postings at Qualys name its own products. They describe what the company makes, so they are left out of the stack above.

Qualys Cloud Platform141

Questions about the Qualys tech stack

What programming languages does Qualys use?

The languages named in Qualys job postings are Python (33%), Java (16%), SQL (13%), Bash (11%), C++ (3%), as a share of the 165 postings of the last 12 months.

Does Qualys use Spring Boot?

Yes. Spring Boot is named in 7 of 165 job postings (4%) and required in 6 of them.

What cloud and platforms does Qualys use?

The cloud and platforms named in Qualys job postings are AWS (49), Azure (48), GCP (44) (postings in brackets).

What skills do you need for a Solutions job at Qualys?

Solutions postings at Qualys most often require AWS (10), Azure (10), GCP (10), Python (5), out of 24 postings in the last 12 months.

Is the Qualys tech stack changing?

Yes. Playwright, Robot Framework, Tool Use, Tableau first appeared in Qualys job postings in the last six months.

How modern is the Qualys tech stack?

Qualys scores 81 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: 6; legacy ones: 0.

How does Alion know the Qualys tech stack?

Alion reads every job posting Qualys publishes and tags the technologies each one names. The figures on this page count the 165 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, "Qualys tech stack: 236 technologies from 165 job postings", as of Sep 27, 2026. https://alion.io/company/qualys/technologies

Licence: CC BY-SA 4.0JSON