UNSW Sydney tech stack

UNSW Sydney builds mostly with Python, SQL, Stata, SAS. Its stack also includes Azure, AWS, Snowflake, NumPy. Python is named in 7 of the 17 job postings UNSW Sydney published in the last 12 months (41%). Counted by Alion from the job postings of UNSW Sydney, updated Oct 13, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 13, 2026
Technologies in use
36
Postings analysed
17
Open now
10
Modernity
70 /100
New in 6 months
2

What programming languages does UNSW Sydney use?

Python is named in 41% of job postings at UNSW Sydney, followed by SQL (24%), Stata (18%), SAS (12%).

Python 7 41% required in 100% · 4 open now · since Jun 2026
SQL 4 24% required in 100% · 2 open now · since Sep 2026
Stata 3 18% required in 100% · 1 open now · since Jun 2026
SAS 2 12% required in 100% · 1 open now · since Jun 2026
JavaScript 1 6% required in 100% · since Sep 2026
MATLAB 1 6% required in 100% · 1 open now · since Sep 2026
SPSS 1 6% required in 100% · 1 open now · since Oct 2026

What frameworks and libraries does UNSW Sydney use?

NumPy is named in 6% of job postings at UNSW Sydney, followed by Pandas (6%), PyTorch (6%), Scikit-learn (6%).

NumPy 1 6% required in 100% · 1 open now · since Oct 2026
Pandas 1 6% required in 100% · 1 open now · since Oct 2026
PyTorch 1 6% required in 100% · 1 open now · since Oct 2026
Scikit-learn 1 6% required in 100% · 1 open now · since Oct 2026
TensorFlow 1 6% required in 100% · 1 open now · since Oct 2026

What databases does UNSW Sydney use?

Snowflake is named in 6% of job postings at UNSW Sydney.

Snowflake 1 6% required in 100% · since Sep 2026

What cloud and platforms does UNSW Sydney use?

Azure is named in 29% of job postings at UNSW Sydney, followed by AWS (18%), Databricks (18%), Microsoft Entra ID (12%).

Azure 5 29% required in 100% · 2 open now · since Sep 2026
AWS 3 18% required in 100% · since Sep 2026
Databricks 3 18% required in 100% · 2 open now · since Sep 2026
Microsoft Entra ID 2 12% required in 100% · 2 open now · since Oct 2026
Power BI 2 12% required in 50% · 2 open now · since Oct 2026
Spark 2 12% optional · since Sep 2026
Azure DevOps 1 6% required in 100% · since Sep 2026
GitHub 1 6% required in 100% · since Sep 2026
Show all (9)
Copilot Studio1

What developer tools does UNSW Sydney use?

pySpark is named in 12% of job postings at UNSW Sydney, followed by Adobe Illustrator (6%), Adobe Premiere Pro (6%), Azure Data Factory (6%).

pySpark 2 12% required in 100% · since Sep 2026
Adobe Illustrator 1 6% required in 100% · 1 open now · since Oct 2026
Adobe Premiere Pro 1 6% required in 100% · 1 open now · since Oct 2026
Azure Data Factory 1 6% required in 100% · 1 open now · since Oct 2026
Git 1 6% required in 100% · since Sep 2026
Terraform 1 6% required in 100% · since Sep 2026
AutoCAD 1 6% optional · 1 open now · since Sep 2026

Which engineering practices does UNSW Sydney ask for?

CI/CD is named in 12% of job postings at UNSW Sydney, followed by Dimensional Modeling (6%), ETL/ELT (6%), Machine Learning (6%).

CI/CD 2 12% required in 100% · since Sep 2026
Dimensional Modeling 1 6% required in 100% · since Sep 2026
ETL/ELT 1 6% required in 100% · since Sep 2026
Machine Learning 1 6% required in 100% · 1 open now · since Oct 2026
SLI/SLO/SLA 1 6% required in 100% · since Sep 2026
Time Series Forecasting 1 6% required in 100% · 1 open now · since Oct 2026
Digital Twin 1 6% optional · since Sep 2026

What does each UNSW Sydney team work with?

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

Science & Research

6 postings
Python3
Stata3
SAS2

See the open roles

How does your stack fit UNSW Sydney?

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

How is the UNSW Sydney 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
Microsoft Entra IDOct 2026
Power BIOct 2026

How modern is the UNSW Sydney stack?

Modern 70/100

UNSW Sydney scores 70 out of 100 (Modern). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 0; legacy ones: 0.

How common is the UNSW Sydney stack in its industry?

Share of the 983 companies in the same industries, whose stack Alion knows, that use each technology.

Python35%
Azure16%
SQL28%
AWS16%
Databricks3%
Stata7%
Microsoft Entra ID5%
Power BI17%
SAS8%
Spark3%

What sets UNSW Sydney apart

Databricks3%

Questions about the UNSW Sydney tech stack

What programming languages does UNSW Sydney use?

The languages named in UNSW Sydney job postings are Python (41%), SQL (24%), Stata (18%), SAS (12%), JavaScript (6%), as a share of the 17 postings of the last 12 months.

Does UNSW Sydney use Azure?

Yes. Azure is named in 5 of 17 job postings (29%) and required in 5 of them.

What cloud and platforms does UNSW Sydney use?

The cloud and platforms named in UNSW Sydney job postings are Azure (5), AWS (3), Databricks (3) (postings in brackets).

What skills do you need for a Science & Research job at UNSW Sydney?

Science & Research postings at UNSW Sydney most often require Python (3), Stata (3), SAS (2), out of 6 postings in the last 12 months.

Is the UNSW Sydney tech stack changing?

Yes. Microsoft Entra ID, Power BI first appeared in UNSW Sydney job postings in the last six months.

How modern is the UNSW Sydney tech stack?

UNSW Sydney scores 70 out of 100 (Modern). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 0; legacy ones: 0.

How does Alion know the UNSW Sydney tech stack?

Alion reads every job posting UNSW Sydney publishes and tags the technologies each one names. The figures on this page count the 17 postings of the last 12 months and were updated on Oct 13, 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, "UNSW Sydney tech stack: 36 technologies from 17 job postings", as of Oct 13, 2026. https://alion.io/company/unsw-sites/technologies

Licence: CC BY-SA 4.0JSON