Starfish Holdings tech stack

Starfish Holdings builds mostly with Python, MATLAB, C++, Java. Its stack also includes Linux, Windows, Oracle, ASP.NET Core. Python is named in 60 of the 138 job postings Starfish Holdings published in the last 12 months (43%). Counted by Alion from the job postings of Starfish Holdings, updated Sep 27, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 27, 2026
Technologies in use
138
Postings analysed
138
Open now
81
Modernity
71 /100
New in 6 months
8

What programming languages does Starfish Holdings use?

Python is named in 43% of job postings at Starfish Holdings, followed by MATLAB (22%), C++ (20%), Java (12%).

Python 60 43% required in 72% · 35 open now · since May 2026
MATLAB 31 22% required in 84% · 24 open now · since Jun 2026
C++ 27 20% required in 81% · 22 open now · since Jun 2026
Java 17 12% required in 94% · 13 open now · since May 2026
C# 16 12% required in 81% · 6 open now · since May 2026
SQL 14 10% required in 64% · 11 open now · since Jul 2026
Bash 12 9% required in 83% · 7 open now · since Jun 2026
PowerShell 11 8% required in 73% · 4 open now · since Jul 2026
Show all (17)
JavaScript10
Fortran8
Ada8
Cython4
Node JS3
Go1
TypeScript1
VHDL1
C1

What frameworks and libraries does Starfish Holdings use?

ASP.NET Core is named in 4% of job postings at Starfish Holdings, followed by NumPy (4%), PyTorch (4%), Commander.js (2%).

ASP.NET Core 5 4% required in 80% · 3 open now · since Jul 2026
NumPy 5 4% required in 60% · 4 open now · since Aug 2026
PyTorch 5 4% required in 60% · 1 open now · since Jul 2026
Commander.js 3 2% required in 100% · 2 open now · since Jul 2026
Matplotlib 3 2% required in 67% · 2 open now · since Aug 2026
TensorFlow 3 2% required in 33% · 1 open now · since Aug 2026
CUDA 3 2% optional · 1 open now · since Jul 2026
WPF 2 1% required in 100% · since Aug 2026
Show all (21)
Entity Framework Core2
Angular1
Keras1
Pandas1
Radare21
SciPy1
Scikit-learn1
Tailwind CSS1
Asio1
Blazor1
Eigen1
Plotly1
gRPC for .NET1

What databases does Starfish Holdings use?

Oracle is named in 4% of job postings at Starfish Holdings, followed by PostgreSQL (3%), SQLite (1%), MS SQL (1%).

Oracle 6 4% required in 33% · 5 open now · since Aug 2026
PostgreSQL 4 3% required in 100% · 3 open now · since Jul 2026
SQLite 2 1% required in 100% · 1 open now · since Aug 2026
MS SQL 1 1% required in 100% · 1 open now · since Jul 2026

What cloud and platforms does Starfish Holdings use?

Linux is named in 25% of job postings at Starfish Holdings, followed by Windows (17%), Azure (15%), Kubernetes (12%).

Linux 34 25% required in 79% · 16 open now · since Jun 2026
Windows 24 17% required in 75% · 10 open now · since Jul 2026
Azure 21 15% required in 43% · 10 open now · since May 2026
Kubernetes 17 12% required in 76% · 11 open now · since May 2026
GitLab 14 10% required in 79% · 10 open now · since May 2026
AWS 13 9% required in 31% · 8 open now · since May 2026
Azure DevOps 12 9% required in 83% · 5 open now · since Jul 2026
Bitbucket 12 9% required in 42% · 7 open now · since Apr 2026
Show all (37)
VMWare10
Checkmarx9
SonarQube9
GitLab CI8
Active Directory7
Fortify6
Unix6
Red Hat5
Tableau5
Amazon EKS4
OpenShift4
Splunk4
Ubuntu4
Grafana4
Windows Server4
Power BI4
GCP4
GitHub3
.NET3
CUDA Toolkit3
Google GKE2
Anthropic2
OpenAI2
Amazon CloudWatch1
Amazon EC21
Amazon S31
GitHub Actions1
SAP BusinessObjects1
AWS Lambda1

What developer tools does Starfish Holdings use?

Docker is named in 12% of job postings at Starfish Holdings, followed by Git (11%), Jenkins (9%), Podman (7%).

Docker 17 12% required in 65% · 10 open now · since May 2026
Git 15 11% required in 73% · 9 open now · since May 2026
Jenkins 13 9% required in 23% · 9 open now · since Apr 2026
Podman 9 7% required in 67% · 4 open now · since Jun 2026
Ansible 8 6% required in 88% · 3 open now · since Jul 2026
Rest API 7 5% required in 86% · 5 open now · since Jul 2026
SolidWorks 6 4% required in 67% · 5 open now · since May 2026
Terraform 6 4% required in 67% · 3 open now · since May 2026
Show all (37)
Simulink6
KVM4
Altium Designer4
Meson4
Copilot3
Microsoft Excel3
Prometheus3
CMake3
Alteryx2
Hyper-V2
Puppet2
SaltStack2
CloudFormation2
Eagle2
Gradle2
Model Context Protocol2
OrCAD2
gRPC2
Axure RP1
Azure Data Factory1
Cutter1
Ghidra1
Helm1
IDA Pro1
KubeVirt1
Valgrind1
JFrog Artifactory1
Maven1
Nessus1

What AI and ML technologies does Starfish Holdings use?

LLM is named in 1% of job postings at Starfish Holdings.

LLM 2 1% required in 100% · 2 open now · since Jul 2026

Which engineering practices does Starfish Holdings ask for?

CI/CD is named in 22% of job postings at Starfish Holdings, followed by IAM (9%), Machine Learning (6%), Configuration Management (5%).

CI/CD 31 22% required in 74% · 21 open now · since Jun 2026
IAM 12 9% required in 42% · 7 open now · since Jun 2026
Machine Learning 8 6% required in 75% · 4 open now · since Jul 2026
Configuration Management 7 5% required in 71% · 2 open now · since Jul 2026
AI Agents 6 4% required in 67% · 4 open now · since Jul 2026
ETL/ELT 4 3% required in 100% · 3 open now · since Jul 2026
DNS 4 3% required in 75% · 1 open now · since Jul 2026
DHCP 3 2% required in 100% · since Jul 2026
Show all (21)
MVVM2
Explainable AI2
HPC1
Mixture of Experts1
Pipeline as Code1
SLI/SLO/SLA1
Sensor Fusion1
TCP/IP1
Time Series Forecasting1
BGP1
Dependency Injection1
Digital Twin1
OSPF1

What does each Starfish Holdings team work with?

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

Backend

26 postings
C++8
Java7
Kubernetes7
Python7
C#6
GitLab5

DevOps

22 postings
Linux12
Windows10
Python9
Docker7
Active Directory6
Ansible6

Early Careers

19 postings
MATLAB3
AWS2
Bash2
Bitbucket2
C++2
Linux2

Hardware

12 postings
Python6
C++5
MATLAB5
C#4
Fortran3
Altium Designer2

QA

11 postings
Git2
SQL2

Security

10 postings
Checkmarx6
Fortify6
SonarQube6
Linux2

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How is the Starfish Holdings 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
.NETAug 2026
MVVMAug 2026
Entity Framework CoreAug 2026
gRPCAug 2026
NumPyAug 2026
MatplotlibAug 2026
OracleAug 2026
Microsoft ExcelAug 2026
Rising
Windows0% → 20%
SQL0% → 12%
Azure DevOps0% → 10%
PowerShell0% → 9%
JavaScript0% → 8%
Ansible0% → 7%
Machine Learning0% → 7%
Ada0% → 7%
Falling
MATLAB35% → 21%
Fortran18% → 4%
C++29% → 18%
AWS18% → 8%
GitLab18% → 9%
SolidWorks12% → 3%
Terraform12% → 3%
GitLab CI12% → 5%

How modern is the Starfish Holdings stack?

Modern AI adopter 71/100

Starfish Holdings scores 71 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: 1; legacy ones: 0.

How common is the Starfish Holdings stack in its industry?

Share of the 169 companies in the same industries, whose stack Alion knows, that use each technology.

Python62%
Linux54%
MATLAB33%
C++52%
Windows41%
Azure39%
Java28%
Kubernetes47%
C#31%
GitLab23%

What sets Starfish Holdings apart

Checkmarx2%
Fortify3%
Cython2%

Questions about the Starfish Holdings tech stack

What programming languages does Starfish Holdings use?

The languages named in Starfish Holdings job postings are Python (43%), MATLAB (22%), C++ (20%), Java (12%), C# (12%), as a share of the 138 postings of the last 12 months.

Does Starfish Holdings use ASP.NET Core?

Yes. ASP.NET Core is named in 5 of 138 job postings (4%) and required in 4 of them.

What cloud and platforms does Starfish Holdings use?

The cloud and platforms named in Starfish Holdings job postings are Linux (34), Windows (24), Azure (21) (postings in brackets).

What skills do you need for a Backend job at Starfish Holdings?

Backend postings at Starfish Holdings most often require C++ (8), Java (7), Kubernetes (7), Python (7), out of 26 postings in the last 12 months.

Is the Starfish Holdings tech stack changing?

Yes. .NET, MVVM, Entity Framework Core, gRPC first appeared in Starfish Holdings job postings in the last six months.

How modern is the Starfish Holdings tech stack?

Starfish Holdings scores 71 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: 1; legacy ones: 0.

How does Alion know the Starfish Holdings tech stack?

Alion reads every job posting Starfish Holdings publishes and tags the technologies each one names. The figures on this page count the 138 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, "Starfish Holdings tech stack: 138 technologies from 138 job postings", as of Sep 27, 2026. https://alion.io/company/starfish/technologies

Licence: CC BY-SA 4.0JSON