Vulcan Elements tech stack

Vulcan Elements builds mostly with Python, SQL, MATLAB, C++. Its stack also includes Windows, Azure, PostgreSQL, InfluxDB. Python is named in 18 of the 34 job postings Vulcan Elements published in the last 12 months (53%). Counted by Alion from the job postings of Vulcan Elements, updated Sep 26, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 26, 2026
Technologies in use
49
Postings analysed
34
Open now
28
Modernity
66 /100
New in 6 months
8

What programming languages does Vulcan Elements use?

Python is named in 53% of job postings at Vulcan Elements, followed by SQL (21%), MATLAB (18%), C++ (12%).

Python 18 53% required in 44% · 14 open now · since Apr 2026
SQL 7 21% required in 86% · 4 open now · since May 2026
MATLAB 6 18% required in 50% · 6 open now · since Apr 2026
C++ 4 12% optional · 3 open now · since Jul 2026
JavaScript 2 6% required in 100% · 1 open now · since Jul 2026

What frameworks and libraries does Vulcan Elements use?

Ray is named in 3% of job postings at Vulcan Elements.

Ray 1 3% optional · since Apr 2026

What databases does Vulcan Elements use?

PostgreSQL is named in 9% of job postings at Vulcan Elements, followed by InfluxDB (9%), TimescaleDB (9%), Apache Iceberg (3%).

PostgreSQL 3 9% required in 100% · 1 open now · since May 2026
InfluxDB 3 9% optional · 1 open now · since May 2026
TimescaleDB 3 9% optional · 1 open now · since May 2026
Apache Iceberg 1 3% optional · since May 2026
Delta Lake 1 3% optional · since May 2026

What cloud and platforms does Vulcan Elements use?

Windows is named in 12% of job postings at Vulcan Elements, followed by Azure (12%), Active Directory (9%), Microsoft Entra ID (9%).

Windows 4 12% required in 100% · 3 open now · since May 2026
Azure 4 12% required in 75% · 2 open now · since May 2026
Active Directory 3 9% required in 100% · 2 open now · since May 2026
Microsoft Entra ID 3 9% required in 100% · 2 open now · since May 2026
Grafana 2 6% optional · 1 open now · since Jul 2026
Tableau 2 6% optional · 1 open now · since Jul 2026
Linux 1 3% required in 100% · 1 open now · since Jul 2026
Power BI 1 3% required in 100% · 1 open now · since Jul 2026
Show all (16)
SIEM1
VMWare1
Windows Server1
AWS1
Airflow1
Apache Kafka1
GCP1
Prefect1

What developer tools does Vulcan Elements use?

EtherCAT is named in 12% of job postings at Vulcan Elements, followed by MQTT (12%), OPC UA (9%), SolidWorks (9%).

EtherCAT 4 12% required in 100% · 3 open now · since Jul 2026
MQTT 4 12% required in 50% · 3 open now · since May 2026
OPC UA 3 9% required in 100% · 3 open now · since Jul 2026
SolidWorks 3 9% required in 100% · 3 open now · since Apr 2026
CAPA 3 9% required in 67% · 3 open now · since May 2026
Rest API 3 9% required in 67% · 2 open now · since Jul 2026
AutoCAD 2 6% required in 100% · 2 open now · since Apr 2026
Microsoft Excel 2 6% required in 100% · 2 open now · since Aug 2026
Show all (11)
Fusion 3601
Git1
dbt1

Which engineering practices does Vulcan Elements ask for?

Time Series Forecasting is named in 18% of job postings at Vulcan Elements, followed by ETL/ELT (9%), Machine Learning (6%), HPC (6%).

Time Series Forecasting 6 18% required in 83% · 4 open now · since May 2026
ETL/ELT 3 9% required in 100% · 1 open now · since May 2026
Machine Learning 2 6% required in 100% · 2 open now · since Jun 2026
HPC 2 6% optional · 2 open now · since Apr 2026
Anomaly Detection 1 3% required in 100% · 1 open now · since Jul 2026
BGP 1 3% required in 100% · 1 open now · since Jun 2026
DHCP 1 3% required in 100% · 1 open now · since Jul 2026
DNS 1 3% required in 100% · 1 open now · since Jul 2026
Show all (11)
OSPF1
VPN1
Computer Vision1

What does each Vulcan Elements team work with?

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

Industrial Engineering

18 postings
Python4
EtherCAT3
SolidWorks3
AutoCAD2
MATLAB2
OPC UA2

Data Science

4 postings
PostgreSQL3
Python3
SQL3
JavaScript2
Rest API2

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How is the Vulcan Elements 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 ExcelAug 2026
JavaScriptJul 2026
GrafanaJul 2026
TableauJul 2026
OPC UAJul 2026
Rest APIJul 2026
EtherCATJul 2026
C++Jul 2026
Rising
EtherCAT0% → 17%
C++0% → 17%
OPC UA0% → 13%
Rest API0% → 13%
Time Series Forecasting10% → 21%

How modern is the Vulcan Elements stack?

Modern 66/100

Vulcan Elements scores 66 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 Vulcan Elements stack in its industry?

Share of the 472 companies in the same industries, whose stack Alion knows, that use each technology.

Python41%
SQL37%
MATLAB4%
Azure27%
C++12%
Windows17%
Active Directory8%
InfluxDB1%
Microsoft Entra ID4%
PostgreSQL25%

What sets Vulcan Elements apart

MATLAB4%
InfluxDB1%
Microsoft Entra ID4%
TimescaleDB0%

Questions about the Vulcan Elements tech stack

What programming languages does Vulcan Elements use?

The languages named in Vulcan Elements job postings are Python (53%), SQL (21%), MATLAB (18%), C++ (12%), JavaScript (6%), as a share of the 34 postings of the last 12 months.

Does Vulcan Elements use Windows?

Yes. Windows is named in 4 of 34 job postings (12%) and required in 4 of them.

What cloud and platforms does Vulcan Elements use?

The cloud and platforms named in Vulcan Elements job postings are Windows (4), Azure (4), Active Directory (3) (postings in brackets).

What skills do you need for a Industrial Engineering job at Vulcan Elements?

Industrial Engineering postings at Vulcan Elements most often require Python (4), EtherCAT (3), SolidWorks (3), AutoCAD (2), out of 18 postings in the last 12 months.

Is the Vulcan Elements tech stack changing?

Yes. Microsoft Excel, JavaScript, Grafana, Tableau first appeared in Vulcan Elements job postings in the last six months.

How modern is the Vulcan Elements tech stack?

Vulcan Elements scores 66 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 Vulcan Elements tech stack?

Alion reads every job posting Vulcan Elements publishes and tags the technologies each one names. The figures on this page count the 34 postings of the last 12 months and were updated on Sep 26, 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, "Vulcan Elements tech stack: 49 technologies from 34 job postings", as of Sep 26, 2026. https://alion.io/company/vulcanelements/technologies

Licence: CC BY-SA 4.0JSON