University of Southern California tech stack

University of Southern California builds mostly with Python, SQL, C++, MATLAB. Its stack also includes Windows, Unix, Snowflake, Ray. Python is named in 21 of the 75 job postings University of Southern California published in the last 12 months (28%). Counted by Alion from the job postings of University of Southern California, updated Oct 12, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 12, 2026
Technologies in use
87
Postings analysed
75
Open now
70
Modernity
82 /100
New in 6 months
8

What programming languages does University of Southern California use?

Python is named in 28% of job postings at University of Southern California, followed by SQL (17%), C++ (11%), MATLAB (8%).

Python 21 28% required in 52% · 20 open now · since May 2025
SQL 13 17% required in 54% · 12 open now · since Jun 2026
C++ 8 11% required in 63% · 8 open now · since May 2025
MATLAB 6 8% required in 33% · 6 open now · since May 2025
JavaScript 4 5% optional · 4 open now · since Mar 2025
PHP 3 4% optional · 3 open now · since Sep 2026
Java 2 3% required in 50% · 2 open now · since Jul 2026
SAS 2 3% required in 50% · 2 open now · since Jun 2026
Show all (17)
Bash1
C#1
PowerShell1
Rust1
SPSS1
C1
Node JS1
Perl1
Ruby1

What frameworks and libraries does University of Southern California use?

Ray is named in 5% of job postings at University of Southern California, followed by D3.js (3%), TensorFlow (3%), Commander.js (1%).

Ray 4 5% required in 100% · 2 open now · since Sep 2026
D3.js 2 3% optional · 2 open now · since Jul 2026
TensorFlow 2 3% optional · 2 open now · since May 2025
Commander.js 1 1% required in 100% · 1 open now · since Mar 2026
Qt 1 1% required in 100% · 1 open now · since Sep 2026
Supervision 1 1% required in 100% · 1 open now · since Mar 2026
MPI 1 1% optional · 1 open now · since Jul 2026
PyTorch 1 1% optional · 1 open now · since May 2025
Show all (11)
PyTorch C++1
TensorFlow C++1
Unreal Engine1

What databases does University of Southern California use?

Snowflake is named in 5% of job postings at University of Southern California, followed by MySQL (4%), Amazon Redshift (3%), MongoDB (3%).

Snowflake 4 5% required in 25% · 3 open now · since Jun 2026
MySQL 3 4% optional · 3 open now · since Jul 2026
Amazon Redshift 2 3% optional · 2 open now · since Jul 2026
MongoDB 2 3% optional · 2 open now · since Jul 2026
PostgreSQL 1 1% optional · 1 open now · since Mar 2025

What cloud and platforms does University of Southern California use?

Windows is named in 15% of job postings at University of Southern California, followed by Unix (12%), GCP (9%), Linux (8%).

Windows 11 15% required in 91% · 11 open now · since Mar 2026
Unix 9 12% required in 56% · 9 open now · since Jul 2025
GCP 7 9% required in 71% · 7 open now · since Aug 2026
Linux 6 8% required in 50% · 6 open now · since Apr 2026
Tableau 5 7% required in 60% · 5 open now · since Jul 2026
Power BI 4 5% required in 50% · 3 open now · since Jul 2026
LDAP 3 4% required in 100% · 3 open now · since Aug 2026
Active Directory 2 3% required in 100% · 2 open now · since Jul 2026
Show all (21)
QlikSense2
Azure2
CyberArk2
GitHub2
AWS1
Delinea1
Microsoft Fabric1
OpenAI1
Airflow1
BeyondTrust1
Databricks1
Hugging Face1
Microsoft Entra ID1

What developer tools does University of Southern California use?

Microsoft Excel is named in 20% of job postings at University of Southern California, followed by Chef (5%), Canva (4%), WordPress (4%).

Microsoft Excel 15 20% required in 67% · 14 open now · since Oct 2025
Chef 4 5% required in 100% · 3 open now · since May 2026
Canva 3 4% required in 67% · 3 open now · since Jul 2026
WordPress 3 4% required in 67% · 3 open now · since Sep 2026
CAPA 2 3% required in 100% · 2 open now · since Jul 2026
Copilot 2 3% required in 50% · 1 open now · since Aug 2026
Docker 2 3% required in 50% · 2 open now · since Apr 2026
Git 2 3% optional · 2 open now · since Mar 2025
Show all (17)
OpenMP2
Ansible1
DaVinci Resolve1
Nagios1
OpenAI Codex1
Prometheus1
SLURM1
Adobe Photoshop1
Rest API1

What AI and ML technologies does University of Southern California use?

Gemini is named in 3% of job postings at University of Southern California, followed by ChatGPT (1%), LLM (1%).

Gemini 2 3% required in 50% · 1 open now · since Aug 2026
ChatGPT 1 1% required in 100% · since Aug 2026
LLM 1 1% optional · since Aug 2026

Which engineering practices does University of Southern California ask for?

Machine Learning is named in 12% of job postings at University of Southern California, followed by HPC (4%), IAM (3%), ETL/ELT (3%).

Machine Learning 9 12% required in 78% · 9 open now · since May 2025
HPC 3 4% required in 67% · 3 open now · since Apr 2026
IAM 2 3% required in 100% · 2 open now · since Oct 2026
ETL/ELT 2 3% required in 50% · 2 open now · since Jul 2026
A/B Testing 1 1% required in 100% · 1 open now · since Jul 2026
DNS 1 1% required in 100% · 1 open now · since Aug 2026
Incident Management 1 1% required in 100% · 1 open now · since Aug 2026
Master Data Management 1 1% required in 100% · 1 open now · since Aug 2026
Show all (13)
AI Agents1
Hallucination1
Human-in-the-Loop1
Prompt Engineering1
RAG1

What does each University of Southern California team work with?

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

Science & Research

12 postings
Python6
C++3
MATLAB2
Unix2

Administrative

10 postings
GCP3
Ray3

Field & Service

8 postings
Windows5
Microsoft Excel2

Customer Success

6 postings
Microsoft Excel3
Windows3

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How much does University of Southern California pay by technology?

Median stated pay of the postings that name each technology, against the median of all University of Southern California postings with stated pay: $105k across 31 postings.

TechnologyPostings with payMedianvs company median
Python17$117k+11%
SQL11$138k+31%
Unix9$134k+27%
C++7$124k+18%
Linux6$129k+23%
Tableau5$117k+11%

How is the University of Southern California 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
IAMOct 2026
CyberArkOct 2026
RaySep 2026
WordPressSep 2026
PHPSep 2026
QlikSenseSep 2026
LDAPAug 2026
AzureAug 2026
Rising
Windows0% → 17%
GCP0% → 12%
Tableau0% → 8%
Ray0% → 7%
Power BI0% → 7%
JavaScript0% → 5%
LDAP0% → 5%
Canva0% → 5%
Falling
Python64% → 20%
C++36% → 5%
Linux27% → 5%
Machine Learning27% → 10%
MATLAB18% → 7%
SQL27% → 17%
Unix18% → 10%
Snowflake9% → 5%

How modern is the University of Southern California stack?

Cutting-edge AI adopter 82/100

University of Southern California scores 82 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: 3; legacy ones: 0.

How common is the University of Southern California stack in its industry?

Share of the 1,432 companies in the same industries, whose stack Alion knows, that use each technology.

Python33%
SQL31%
Windows31%
Unix6%
C++10%
GCP14%
Linux19%
MATLAB9%
Tableau13%
JavaScript21%

What sets University of Southern California apart

LDAP4%

Questions about the University of Southern California tech stack

What programming languages does University of Southern California use?

The languages named in University of Southern California job postings are Python (28%), SQL (17%), C++ (11%), MATLAB (8%), JavaScript (5%), as a share of the 75 postings of the last 12 months.

Does University of Southern California use Ray?

Yes. Ray is named in 4 of 75 job postings (5%) and required in 4 of them.

What cloud and platforms does University of Southern California use?

The cloud and platforms named in University of Southern California job postings are Windows (11), Unix (9), GCP (7) (postings in brackets).

What skills do you need for a Science & Research job at University of Southern California?

Science & Research postings at University of Southern California most often require Python (6), C++ (3), MATLAB (2), Unix (2), out of 12 postings in the last 12 months.

Is the University of Southern California tech stack changing?

Yes. IAM, CyberArk, Ray, WordPress first appeared in University of Southern California job postings in the last six months.

How modern is the University of Southern California tech stack?

University of Southern California scores 82 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: 3; legacy ones: 0.

How does Alion know the University of Southern California tech stack?

Alion reads every job posting University of Southern California publishes and tags the technologies each one names. The figures on this page count the 75 postings of the last 12 months and were updated on Oct 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, "University of Southern California tech stack: 87 technologies from 75 job postings", as of Oct 12, 2026. https://alion.io/company/usc-dornsife-news/technologies

Licence: CC BY-SA 4.0JSON