NCS Australia tech stack

NCS Australia builds mostly with Python, JavaScript, C#, PowerShell. Its stack also includes Azure, AWS, Google BigQuery, BigQuery. Azure is named in 33 of the 91 job postings NCS Australia published in the last 12 months (36%). Counted by Alion from the job postings of NCS Australia, updated Sep 27, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 27, 2026
Technologies in use
158
Postings analysed
91
Open now
43
Modernity
78 /100
New in 6 months
8

What programming languages does NCS Australia use?

Python is named in 33% of job postings at NCS Australia, followed by JavaScript (12%), C# (11%), PowerShell (11%).

Python 30 33% required in 70% · 14 open now · since May 2026
JavaScript 11 12% required in 82% · 3 open now · since Jul 2026
C# 10 11% required in 100% · since Jul 2026
PowerShell 10 11% required in 100% · 4 open now · since Jun 2026
SQL 9 10% required in 78% · 1 open now · since May 2026
Node JS 8 9% required in 75% · 3 open now · since Jul 2026
Bash 6 7% required in 100% · since Jun 2026
TypeScript 6 7% required in 100% · 1 open now · since Jul 2026
Show all (15)
Java6
Apex5
C++3
Rust3
ABAP2
Go1
Scala1

What frameworks and libraries does NCS Australia use?

Angular is named in 4% of job postings at NCS Australia, followed by React.js (4%), RxJS (2%), Flink (1%).

Angular 4 4% required in 100% · 1 open now · since Jul 2026
React.js 4 4% required in 100% · 2 open now · since Jul 2026
RxJS 2 2% required in 100% · since Sep 2026
Flink 1 1% required in 100% · since Jul 2026
Lightning Web Components 1 1% required in 100% · since Jan 2026
PyTorch 1 1% required in 100% · since May 2026
Scikit-learn 1 1% required in 100% · since May 2026
Selenium 1 1% required in 100% · 1 open now · since Aug 2026
Show all (10)
TensorFlow1
LiteLLM1

What databases does NCS Australia use?

Google BigQuery is named in 18% of job postings at NCS Australia, followed by BigQuery (16%), Redis (5%), Amazon Aurora (3%).

Google BigQuery 16 18% required in 100% · 15 open now · since May 2026
BigQuery 15 16% required in 100% · 15 open now · since May 2026
Redis 5 5% required in 100% · since Jul 2026
Amazon Aurora 3 3% required in 100% · since Jul 2026
DynamoDB 3 3% required in 100% · since Jul 2026
Delta Lake 2 2% required in 100% · 1 open now · since Jul 2026
Snowflake 2 2% required in 100% · 1 open now · since Aug 2026
ElasticSearch 2 2% optional · since Aug 2026
Show all (12)
MS SQL2
Amazon Redshift1
Apache Iceberg1
SAP HANA1

What cloud and platforms does NCS Australia use?

Azure is named in 36% of job postings at NCS Australia, followed by AWS (35%), Kubernetes (33%), GCP (29%).

Azure 33 36% required in 82% · 13 open now · since Jul 2025
AWS 32 35% required in 100% · 7 open now · since May 2026
Kubernetes 30 33% required in 80% · 17 open now · since May 2026
GCP 26 29% required in 100% · 21 open now · since Mar 2026
Linux 13 14% required in 62% · 2 open now · since Jun 2026
Windows 13 14% required in 62% · 1 open now · since Jun 2026
Azure DevOps 11 12% required in 73% · 7 open now · since May 2026
.NET 10 11% required in 100% · since Jul 2026
Show all (63)
Google Cloud Run10
GitHub Actions10
GitLab10
Airflow9
Active Directory8
AWS Lambda7
Amazon CloudWatch7
Amazon EC27
Amazon S37
Microsoft Entra ID7
GitHub7
Google GKE6
Splunk6
Grafana6
Auth05
GitLab CI5
Okta5
RabbitMQ5
Apache Kafka4
MuleSoft4
VMWare4
Vertex AI4
Windows Server4
Microsoft Defender4
Microsoft Defender for Cloud4
Amazon ECS3
Amazon EKS3
Azure AKS3
CentOS Stream3
Microsoft Sentinel3
Red Hat3
Spark3

And 23 more, each named in fewer postings.

What developer tools does NCS Australia use?

Terraform is named in 43% of job postings at NCS Australia, followed by Docker (27%), Git (25%), CloudFormation (11%).

Terraform 39 43% required in 82% · 25 open now · since May 2026
Docker 25 27% required in 72% · 13 open now · since May 2026
Git 23 25% required in 91% · 14 open now · since Jan 2026
CloudFormation 10 11% required in 100% · 1 open now · since Jun 2026
Rest API 8 9% required in 100% · 7 open now · since Aug 2026
Bicep 7 8% required in 100% · 6 open now · since May 2026
gRPC 6 7% required in 67% · 1 open now · since Jul 2026
Prometheus 6 7% required in 17% · 1 open now · since Jul 2026
Show all (23)
Copilot3
SLURM3
dbt3
Jenkins2
OWASP ZAP2
pySpark2
A2A1
Ansible1
ArgoCD1
Azure Data Factory1
Google ADK1
Helm1
MQTT1
Model Context Protocol1
Protobuf1

What AI and ML technologies does NCS Australia use?

LLM is named in 7% of job postings at NCS Australia, followed by Gemini (1%).

LLM 6 7% required in 100% · 3 open now · since Jun 2026
Gemini 1 1% required in 100% · 1 open now · since Jun 2026

Which engineering practices does NCS Australia ask for?

CI/CD is named in 67% of job postings at NCS Australia, followed by DNS (25%), IAM (21%), Machine Learning (15%).

CI/CD 61 67% required in 97% · 34 open now · since Jan 2026
DNS 23 25% required in 70% · 15 open now · since May 2026
IAM 19 21% required in 100% · 7 open now · since Jun 2026
Machine Learning 14 15% required in 100% · 9 open now · since Mar 2026
Platform Engineering 9 10% required in 100% · 6 open now · since Jul 2026
ETL/ELT 8 9% required in 100% · 7 open now · since May 2026
VPN 7 8% required in 100% · 4 open now · since Jul 2026
GitOps 6 7% required in 100% · 6 open now · since Jul 2026
Show all (31)
BGP4
Incident Management4
AI Agents3
DHCP3
HPC3
LLM Guardrails3
TCP/IP3
Agentic Workflows2
Function Calling2
Immutable Infrastructure2
OSPF2
SOAP2
Service Mesh2
Shift-Left2
Tool Use2
Data Vault1
Embeddings1
Hallucination1
Human-in-the-Loop1
Knowledge Graph1
RAG1
Wi-Fi1
NIST AI RMF1

What other technologies does NCS Australia use?

ABAP on HANA is named in 1% of job postings at NCS Australia, followed by CDS Views (1%).

ABAP on HANA 1 1% required in 100% · since Aug 2026
CDS Views 1 1% required in 100% · since Aug 2026

What does each NCS Australia team work with?

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

DevOps

33 postings
Terraform23
AWS14
Azure14
Python11
PowerShell9
CloudFormation8

Backend

18 postings
.NET10
C#10
AWS9
Docker8
Git6
Kubernetes6

Data Science

10 postings
Airflow9
GCP9
Git9
BigQuery8
Google BigQuery8
Docker7

AI/ML

7 postings
GCP4
LLM4
Vertex AI4
AWS3
Azure2
Google Cloud Run2

Security

6 postings
Azure DevOps2
GitHub Actions2
GitLab CI2
Python2

Enterprise Apps

5 postings
ABAP2
Git2
MuleSoft2

See the open roles

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How is the NCS Australia 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
SIEMSep 2026
Shift-LeftSep 2026
CheckmarxSep 2026
FortifySep 2026
OWASP ZAPSep 2026
SnykSep 2026
SonarQubeSep 2026
VeracodeSep 2026
Rising
JavaScript0% → 15%
.NET0% → 14%
C#0% → 14%
GitHub Actions0% → 14%
GitLab0% → 14%
Platform Engineering0% → 13%
Kubernetes24% → 36%
Rest API0% → 11%
Falling
Git47% → 19%
Machine Learning35% → 10%
Python53% → 29%
Apex24% → 0%
MuleSoft24% → 0%
DNS41% → 22%
ETL/ELT24% → 6%
Airflow24% → 7%

How modern is the NCS Australia stack?

Cutting-edge AI adopter 78/100

NCS Australia scores 78 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: 2; legacy ones: 0.

How common is the NCS Australia stack in its industry?

Share of the 1,298 companies in the same industries, whose stack Alion knows, that use each technology.

Azure60%
AWS53%
Kubernetes44%
Python58%
GCP39%
Google BigQuery13%
BigQuery11%
Linux39%
Windows39%
Azure DevOps27%

What sets NCS Australia apart

Auth02%
Microsoft Defender for Cloud4%

Questions about the NCS Australia tech stack

What programming languages does NCS Australia use?

The languages named in NCS Australia job postings are Python (33%), JavaScript (12%), C# (11%), PowerShell (11%), SQL (10%), as a share of the 91 postings of the last 12 months.

Does NCS Australia use Angular?

Yes. Angular is named in 4 of 91 job postings (4%) and required in 4 of them.

What cloud and platforms does NCS Australia use?

The cloud and platforms named in NCS Australia job postings are Azure (33), AWS (32), Kubernetes (30) (postings in brackets).

What skills do you need for a DevOps job at NCS Australia?

DevOps postings at NCS Australia most often require Terraform (23), AWS (14), Azure (14), Python (11), out of 33 postings in the last 12 months.

Is the NCS Australia tech stack changing?

Yes. SIEM, Shift-Left, Checkmarx, Fortify first appeared in NCS Australia job postings in the last six months.

How modern is the NCS Australia tech stack?

NCS Australia scores 78 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: 2; legacy ones: 0.

How does Alion know the NCS Australia tech stack?

Alion reads every job posting NCS Australia publishes and tags the technologies each one names. The figures on this page count the 91 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, "NCS Australia tech stack: 158 technologies from 91 job postings", as of Sep 27, 2026. https://alion.io/company/ncs/technologies

Licence: CC BY-SA 4.0JSON