Qualys
Security Compliance · Cloud Security

Qualys tech stack

Qualys builds mostly with Python, Java, SQL, Bash. Its stack also includes AWS, Azure, Redis, ElasticSearch. Python is named in 84 of the 242 job postings Qualys published in the last 12 months (35%). Counted by Alion from the job postings of Qualys, updated Nov 12, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 12, 2026
Technologies in use
279
Postings analysed
242
Open now
143
Modernity
80 /100
New in 6 months
8

What programming languages does Qualys use?

Python is named in 35% of job postings at Qualys, followed by Java (18%), SQL (11%), Bash (9%).

Python 84 35% required in 82% · 53 open now · since May 2025
Java 44 18% required in 80% · 22 open now · since May 2025
SQL 27 11% required in 89% · 16 open now · since Jun 2026
Bash 21 9% required in 95% · 10 open now · since May 2025
PowerShell 14 6% required in 50% · 10 open now · since Jun 2026
C++ 9 4% required in 100% · 1 open now · since Jun 2026
JavaScript 9 4% required in 78% · 5 open now · since Jul 2026
Lua 6 2% required in 83% · 5 open now · since Jul 2026
Show all (18)
Scala5
Node JS4
Apex3
Go3
TypeScript3
C#1
PHP1
Perl1
Rust1
Assembly1

What frameworks and libraries does Qualys use?

Spring Boot is named in 5% of job postings at Qualys, followed by React.js (2%), Selenium (2%), LangChain (2%).

Spring Boot 12 5% required in 92% · 2 open now · since Jul 2026
React.js 6 2% required in 100% · 4 open now · since Jul 2026
Selenium 6 2% required in 100% · 4 open now · since Jul 2026
LangChain 6 2% required in 50% · since Jun 2026
OpenTelemetry 5 2% required in 100% · 5 open now · since Aug 2026
Playwright 5 2% required in 100% · 3 open now · since Jul 2026
Flink 5 2% required in 40% · 3 open now · since Jun 2026
Hadoop 4 2% required in 100% · 3 open now · since May 2025
Show all (50)
Pytest4
JUnit3
PyTorch3
Rest-Assured3
Robot Framework3
TestNG3
Lightning Web Components2
NumPy2
Pandas2
Scikit-learn2
TensorFlow2
Vitest2
Visualforce2
Guardrails AI2
Angular1
Beautiful Soup1
CUDA1
Celery1
CrewAI1
Cypress1
Django1
FAISS1
FastAPI1
Flask1
HTTPX1
Hibernate1
Jest1
LlamaIndex1
Metasploit1
Mocha1
Next.js1
Pact1

And 10 more, each named in fewer postings.

What databases does Qualys use?

Redis is named in 9% of job postings at Qualys, followed by ElasticSearch (8%), Cassandra (7%), OpenSearch (4%).

Redis 22 9% required in 95% · 9 open now · since Jun 2026
ElasticSearch 20 8% required in 85% · 6 open now · since May 2025
Cassandra 16 7% required in 100% · 4 open now · since Jun 2026
OpenSearch 10 4% required in 70% · 4 open now · since May 2025
Oracle 9 4% required in 100% · 5 open now · since Jun 2026
Memcached 8 3% required in 100% · 1 open now · since Jul 2026
MS SQL 5 2% required in 100% · 3 open now · since Jul 2026
ClickHouse 5 2% required in 40% · 5 open now · since Aug 2026
Show all (21)
PostgreSQL4
Delta Lake3
Pinecone2
Snowflake2
Amazon Redshift1
Apache Iceberg1
Db21
Google BigQuery1
MySQL1
Presto1
Qdrant1
Trino1
Weaviate1

What cloud and platforms does Qualys use?

AWS is named in 29% of job postings at Qualys, followed by Azure (29%), Kubernetes (26%), GCP (25%).

AWS 71 29% required in 73% · 42 open now · since Jun 2026
Azure 70 29% required in 74% · 42 open now · since Jun 2026
Kubernetes 62 26% required in 73% · 30 open now · since May 2025
GCP 61 25% required in 72% · 36 open now · since Jun 2026
Linux 40 17% required in 93% · 21 open now · since May 2025
Apache Kafka 33 14% required in 82% · 16 open now · since May 2025
Windows 28 12% required in 96% · 18 open now · since Jun 2026
Unix 17 7% required in 100% · 10 open now · since Jul 2026
Show all (65)
Grafana17
Active Directory11
VMWare10
Spark9
Splunk8
Tableau7
OpenAI7
AppDynamics7
SIEM7
Postman6
GitHub6
CentOS Stream5
GitLab CI5
Power BI5
Ubuntu5
Debian5
Okta5
Bitbucket5
Amazon S34
Figma4
GitHub Actions4
Microsoft Entra ID4
Anthropic3
Looker3
Azure AKS3
RabbitMQ3
Bamboo2
Databricks2
Datadog2
Dynatrace2
Hugging Face2
Kibana2

And 25 more, each named in fewer postings.

What developer tools does Qualys use?

Docker is named in 14% of job postings at Qualys, followed by Jenkins (12%), Rest API (10%), Terraform (7%).

Docker 35 14% required in 69% · 18 open now · since May 2025
Jenkins 29 12% required in 76% · 12 open now · since May 2025
Rest API 25 10% required in 96% · 15 open now · since May 2025
Terraform 18 7% required in 61% · 9 open now · since Jun 2026
Prometheus 15 6% required in 73% · 7 open now · since May 2025
Git 10 4% required in 90% · 6 open now · since Jun 2026
Copilot 10 4% required in 70% · 5 open now · since Jul 2026
Ansible 10 4% required in 60% · 5 open now · since Aug 2026
Show all (69)
Microsoft Excel6
CloudFormation6
Apache HTTP Server5
Model Context Protocol5
JMeter4
Windsurf4
Adobe Premiere Pro4
Claude Code4
Maven4
GraphQL3
k63
VirtualBox3
Consul3
Vault3
Gatling2
Ghidra2
Helm2
Locust2
Matter2
Nessus2
Vite2
Webpack2
Apache Tomcat2
Devin2
Semantic Kernel2
Chef2
Cursor2
Gradle2
Puppet2
Adobe After Effects1
Adobe Illustrator1
Adobe Photoshop1

And 29 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 (4%), ChatGPT (2%), Gemini (<1%).

LLM 24 10% required in 88% · 14 open now · since Jun 2026
Claude 9 4% required in 78% · 8 open now · since Jun 2026
ChatGPT 4 2% required in 50% · 2 open now · since Jul 2026
Gemini 1 <1% required in 100% · 1 open now · since Oct 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 19% of job postings at Qualys, followed by TCP/IP (12%), AI Agents (10%), DNS (7%).

CI/CD 47 19% required in 87% · 22 open now · since May 2025
TCP/IP 29 12% required in 90% · 19 open now · since Jun 2026
AI Agents 23 10% required in 96% · 13 open now · since Mar 2026
DNS 18 7% required in 83% · 10 open now · since Jun 2026
Platform Engineering 13 5% required in 100% · 8 open now · since Jun 2026
Machine Learning 12 5% required in 75% · 6 open now · since Jun 2026
IAM 10 4% required in 90% · 5 open now · since Jul 2026
Incident Management 10 4% required in 90% · 4 open now · since Jun 2026
Show all (49)
RAG10
Prompt Engineering9
Configuration Management7
Agentic Workflows6
DHCP6
SLI/SLO/SLA5
Embeddings5
Red Teaming5
Anomaly Detection4
LLM Guardrails4
Fine-tuning4
Function Calling3
SOAP3
Self-Healing3
Human-in-the-Loop3
ETL/ELT2
Hallucination2
NLP2
VPN2
eBPF2
GitOps2
PKI2
Semantic Search2
A/B Testing1
AIOps1
CMMC1
Chain-of-Thought1
Data Vault1
Dimensional Modeling1
Explainable AI1
LLMOps1
MPLS1

And 9 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

36 postings
AWS14
Azure14
GCP14
Python8
Rest API3

Backend

25 postings
Java14
Cassandra11
Kubernetes11
Redis11
Apache Kafka10
Spring Boot10

Sales

23 postings
Tableau3
Power BI2

AI/ML

20 postings
Python16
LLM9
AWS8
Azure8
Kubernetes8
Windows8

See the open roles

How does your stack fit Qualys?

Sign in to compare your skills with this stack and see which open roles fit you.
Sign In

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: $200k across 33 postings.

TechnologyPostings with payMedianvs company median
AWS7$195k−3%
Azure7$195k−3%
GCP7$195k−3%
Python5$175k−13%
SQL5$175k−13%

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
DynatraceNov 2026
Human-in-the-LoopOct 2026
DatadogOct 2026
GitOpsOct 2026
GatlingOct 2026
Semantic KernelOct 2026
TestNGSep 2026
LookerSep 2026
Rising
Rest API4% → 16%
Kubernetes20% → 31%
CI/CD15% → 24%
Terraform3% → 12%
Grafana3% → 11%
Prometheus3% → 10%
AI Agents7% → 11%
PowerShell4% → 8%
Falling
TCP/IP20% → 5%
DNS12% → 3%
Bash13% → 5%
Machine Learning8% → 2%
Unix10% → 5%
Lua5% → 0%
VMWare6% → 2%
Apache HTTP Server4% → 0%

How modern is the Qualys stack?

Cutting-edge AI adopter 80/100

Qualys scores 80 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 Qualys stack in its industry?

Share of the 463 companies in the same industries, whose stack Alion knows, that use each technology.

Python60%
AWS52%
Azure48%
Kubernetes40%
GCP39%
Java25%
Linux36%
Apache Kafka18%
Windows28%
SQL41%

What sets Qualys apart

Cassandra4%
Oracle3%
Memcached1%
AppDynamics0%
Lua2%
Bitbucket4%
CentOS Stream4%
Debian3%
Hadoop3%

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 Platform197

Questions about the Qualys tech stack

What programming languages does Qualys use?

The languages named in Qualys job postings are Python (35%), Java (18%), SQL (11%), Bash (9%), PowerShell (6%), as a share of the 242 postings of the last 12 months.

Does Qualys use Spring Boot?

Yes. Spring Boot is named in 12 of 242 job postings (5%) and required in 11 of them.

What cloud and platforms does Qualys use?

The cloud and platforms named in Qualys job postings are AWS (71), Azure (70), Kubernetes (62) (postings in brackets).

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

Solutions postings at Qualys most often require AWS (14), Azure (14), GCP (14), Python (8), out of 36 postings in the last 12 months.

Is the Qualys tech stack changing?

Yes. Dynatrace, Human-in-the-Loop, Datadog, GitOps first appeared in Qualys job postings in the last six months.

How modern is the Qualys tech stack?

Qualys scores 80 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 Qualys tech stack?

Alion reads every job posting Qualys publishes and tags the technologies each one names. The figures on this page count the 242 postings of the last 12 months and were updated on Nov 12, 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: 279 technologies from 242 job postings", as of Nov 12, 2026. https://alion.io/company/qualys/technologies

Licence: CC BY-SA 4.0JSON