Zscaler
Network Security · Cloud Security

Zscaler tech stack

Zscaler builds mostly with Python, Java, SQL, JavaScript. Its stack also includes AWS, GCP, PostgreSQL, OpenTelemetry. AWS is named in 165 of the 734 job postings Zscaler published in the last 12 months (22%). Counted by Alion from the job postings of Zscaler, updated Nov 10, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 10, 2026
Technologies in use
303
Postings analysed
734
Open now
305
Modernity
79 /100
New in 6 months
8

What programming languages does Zscaler use?

Python is named in 16% of job postings at Zscaler, followed by Java (6%), SQL (5%), JavaScript (5%).

Python 120 16% required in 76% · 68 open now · since Nov 2025
Java 41 6% required in 88% · 18 open now · since Oct 2025
SQL 40 5% required in 80% · 17 open now · since Oct 2025
JavaScript 40 5% required in 78% · 18 open now · since Nov 2025
C++ 34 5% required in 76% · 21 open now · since Oct 2025
Go 31 4% required in 77% · 15 open now · since Nov 2025
Rust 18 2% required in 94% · 10 open now · since Oct 2025
Node JS 15 2% required in 53% · 3 open now · since Feb 2026
Show all (21)
TypeScript12
PowerShell12
Perl5
Ruby5
Apex3
Bash2
YARA2
C2
Scala1
Swift1
Assembly1
C#1
Objective-C1

What frameworks and libraries does Zscaler use?

OpenTelemetry is named in 2% of job postings at Zscaler, followed by React.js (2%), Spring Boot (2%), LangChain (1%).

OpenTelemetry 15 2% required in 93% · 11 open now · since Feb 2026
React.js 15 2% required in 60% · 8 open now · since Nov 2025
Spring Boot 14 2% required in 100% · 5 open now · since Nov 2025
LangChain 7 1% required in 43% · 2 open now · since May 2026
LangGraph 7 1% required in 29% · 2 open now · since May 2026
Playwright 5 1% required in 60% · 3 open now · since Jul 2026
Hibernate 4 1% required in 100% · 2 open now · since Apr 2026
PyTorch 4 1% required in 100% · 1 open now · since May 2026
Show all (56)
Pytest4
Spring Cloud4
Jest4
Cypress3
Scikit-learn3
Selenium3
Spring Security3
TensorFlow3
Visualforce3
Redux3
FastAPI3
Next.js3
Ray3
Temporal3
Aura Components2
JQuery2
JUnit2
Lightning Web Components2
NumPy2
Polars2
Quarkus2
Spring Framework2
Svelte2
Tailwind CSS2
Vue.js2
D3.js2
ONNX Runtime2
TensorRT-LLM2
CrewAI2
LlamaIndex2
Mocha2
Flink1

And 16 more, each named in fewer postings.

What databases does Zscaler use?

PostgreSQL is named in 3% of job postings at Zscaler, followed by Redis (2%), ElasticSearch (2%), Snowflake (1%).

PostgreSQL 22 3% required in 45% · 14 open now · since Oct 2025
Redis 14 2% required in 36% · 11 open now · since Nov 2025
ElasticSearch 13 2% required in 54% · 5 open now · since Apr 2026
Snowflake 11 1% required in 73% · 9 open now · since Mar 2026
MySQL 8 1% required in 88% · 4 open now · since Oct 2025
Neo4j 6 1% required in 17% · 5 open now · since Jun 2026
Google BigQuery 5 1% required in 80% · 4 open now · since Aug 2026
OpenSearch 5 1% required in 40% · 1 open now · since Aug 2026
Show all (24)
Amazon Neptune5
Cassandra3
Amazon Aurora2
ClickHouse2
DynamoDB2
Trino2
Presto2
Apache Iceberg1
Azure Cosmos DB1
Druid1
ArangoDB1
Meilisearch1
Pinecone1
Qdrant1
Typesense1
Weaviate1

What cloud and platforms does Zscaler use?

AWS is named in 22% of job postings at Zscaler, followed by GCP (16%), Azure (15%), Linux (11%).

AWS 165 22% required in 70% · 76 open now · since Oct 2025
GCP 119 16% required in 67% · 52 open now · since Oct 2025
Azure 112 15% required in 55% · 50 open now · since Oct 2025
Linux 81 11% required in 85% · 47 open now · since Oct 2025
Kubernetes 80 11% required in 79% · 41 open now · since Oct 2025
DLP 69 9% required in 72% · 25 open now · since Nov 2025
Windows 50 7% required in 46% · 21 open now · since Apr 2026
LDAP 31 4% required in 23% · 16 open now · since Nov 2025
Show all (66)
Unix30
Grafana21
SIEM19
FreeBSD18
Active Directory17
Apache Kafka15
Crowdstrike15
Okta15
Amazon EKS9
GitLab9
GitLab CI9
Amazon ECS8
Tableau6
Microsoft Defender5
RabbitMQ5
SentinelOne5
Datadog4
Figma4
Splunk4
Istio4
Linkerd4
Kubeflow4
Databricks3
OpenAI3
Amazon SageMaker3
MLFlow3
VMWare3
GitHub2
Google GKE2
Vertex AI Agent Builder2
Amazon EC22
Amazon S32

And 26 more, each named in fewer postings.

What developer tools does Zscaler use?

Docker is named in 6% of job postings at Zscaler, followed by Terraform (5%), Ansible (5%), Wireshark (4%).

Docker 41 6% required in 80% · 18 open now · since Oct 2025
Terraform 40 5% required in 48% · 23 open now · since Nov 2025
Ansible 34 5% required in 50% · 20 open now · since Nov 2025
Wireshark 28 4% required in 75% · 10 open now · since Apr 2026
Model Context Protocol 25 3% required in 88% · 2 open now · since Apr 2026
Prometheus 24 3% required in 88% · 13 open now · since Oct 2025
Rest API 23 3% required in 74% · 17 open now · since Nov 2025
Git 19 3% required in 79% · 9 open now · since Nov 2025
Show all (64)
Tcpdump18
gRPC13
Matter9
Cursor9
ArgoCD8
CloudFormation8
HAProxy7
Jenkins6
Helm5
GraphQL5
Microsoft Excel4
Alertmanager4
KVM4
Windsurf4
Claude Code3
Copilot3
Devin3
HashiCorp Vault3
Proxmox VE3
TensorRT3
Vite3
Webpack3
A2A2
OpenAI Codex2
OpenStack2
Swagger2
Valgrind2
VictoriaMetrics2
Google ADK2
Jaeger2
WinDbg2
YARA2

And 24 more, each named in fewer postings.

What AI and ML technologies does Zscaler use?

LLM is named in 8% of job postings at Zscaler, followed by Claude (1%), ChatGPT (1%), Gemini (<1%).

LLM 62 8% required in 37% · 22 open now · since Nov 2025
Claude 9 1% required in 89% · 4 open now · since Jul 2026
ChatGPT 5 1% required in 80% · 1 open now · since Aug 2026
Gemini 3 <1% required in 100% · 1 open now · since Jul 2026
Einstein for Developers 2 <1% required in 50% · 1 open now · since Sep 2026
Falcon 1 <1% required in 100% · since Sep 2026
LoRA 1 <1% required in 100% · since Oct 2026
PEFT 1 <1% required in 100% · since Oct 2026
Show all (10)
QLoRA1
Midjourney1

Which engineering practices does Zscaler ask for?

DNS is named in 13% of job postings at Zscaler, followed by AI Agents (11%), TCP/IP (9%), CI/CD (8%).

DNS 96 13% required in 77% · 48 open now · since Oct 2025
AI Agents 78 11% required in 73% · 30 open now · since Nov 2025
TCP/IP 66 9% required in 83% · 32 open now · since Oct 2025
CI/CD 56 8% required in 84% · 27 open now · since Nov 2025
VPN 47 6% required in 81% · 26 open now · since Nov 2025
Anomaly Detection 32 4% required in 3% · 15 open now · since Oct 2025
Machine Learning 31 4% required in 35% · 11 open now · since Jan 2026
RAG 28 4% required in 79% · 7 open now · since Nov 2025
Show all (62)
Incident Management24
AIOps24
BGP18
IAM14
Self-Healing14
Chaos Engineering13
PKI11
SLI/SLO/SLA10
DHCP10
Agentic Workflows10
Platform Engineering8
GitOps8
LLM Guardrails8
MPLS8
Function Calling7
Prompt Engineering7
OSPF6
Red Teaming6
ETL/ELT5
Fine-tuning5
Knowledge Graph4
LLMOps4
Service Mesh4
eBPF4
Context Engineering3
Embeddings3
Human-in-the-Loop3
Multi-Agent Systems3
State Management3
FinOps3
Configuration Management3
Progressive Delivery2

And 22 more, each named in fewer postings.

What does each Zscaler team work with?

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

Sales

200 postings
DLP5
Tableau2

Backend

81 postings
AWS45
GCP32
Python32
Kubernetes31
Azure27
Java25

Management

45 postings
AWS6
Linux5
Unix5
DLP4
GCP4
Azure3

DevOps

38 postings
AWS27
Linux26
Python25
Kubernetes21
Ansible16
Terraform16

Product

36 postings
DLP7
AWS6
Azure6
GCP6
LLM2
Model Context Protocol2

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How much does Zscaler pay by technology?

Median stated pay of the postings that name each technology, against the median of all Zscaler postings with stated pay: $205k across 351 postings.

TechnologyPostings with payMedianvs company median
AWS58$223k+9%
Python48$195k−5%
GCP43$221k+8%
Azure36$208k+1%
Linux32$190k−7%
Kubernetes31$220k+7%
DLP22$205k0%
LLM18$220k+7%
C++18$190k−7%
JavaScript16$188k−9%

How is the Zscaler 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
JQueryNov 2026
SparkNov 2026
TestRailOct 2026
DatabricksOct 2026
GraphRAGOct 2026
Amazon AuroraOct 2026
Progressive DeliveryOct 2026
GitHubOct 2026
Rising
DNS9% → 15%
Azure10% → 15%
VPN4% → 8%
TCP/IP7% → 10%
Docker2% → 5%
Falling
DLP15% → 6%
RAG10% → 1%
AI Agents16% → 8%
Model Context Protocol9% → 1%
LLM11% → 6%
Matter4% → 0%
Self-Healing4% → 1%
Not named for 6 months
HashiCorp VaultMay 2026
OpenStackMay 2026
Qualys Cloud PlatformApr 2026
WizApr 2026
Google SecOpsApr 2026

How modern is the Zscaler stack?

Cutting-edge AI adopter 79/100

Zscaler 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: 10; legacy ones: 1.

How common is the Zscaler stack in its industry?

Share of the 248 companies in the same industries, whose stack Alion knows, that use each technology.

AWS56%
Python69%
GCP50%
Azure60%
Linux62%
Kubernetes51%
DLP17%
LLM33%
Windows41%
Java33%

What sets Zscaler apart

FreeBSD2%
Amazon Neptune3%
Hibernate3%

Zscaler products in its job postings

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

Zscaler734

Questions about the Zscaler tech stack

What programming languages does Zscaler use?

The languages named in Zscaler job postings are Python (16%), Java (6%), SQL (5%), JavaScript (5%), C++ (5%), as a share of the 734 postings of the last 12 months.

Does Zscaler use OpenTelemetry?

Yes. OpenTelemetry is named in 15 of 734 job postings (2%) and required in 14 of them.

What cloud and platforms does Zscaler use?

The cloud and platforms named in Zscaler job postings are AWS (165), GCP (119), Azure (112) (postings in brackets).

What skills do you need for a Sales job at Zscaler?

Sales postings at Zscaler most often require DLP (5), Tableau (2), out of 200 postings in the last 12 months.

Is the Zscaler tech stack changing?

Yes. JQuery, Spark, TestRail, Databricks first appeared in Zscaler job postings in the last six months.

How modern is the Zscaler tech stack?

Zscaler 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: 10; legacy ones: 1.

How does Alion know the Zscaler tech stack?

Alion reads every job posting Zscaler publishes and tags the technologies each one names. The figures on this page count the 734 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, "Zscaler tech stack: 303 technologies from 734 job postings", as of Nov 10, 2026. https://alion.io/company/zscaler/technologies

Licence: CC BY-SA 4.0JSON