Scalian
Embedded & Electronics Design · Engineering Services

Scalian tech stack

Scalian builds mostly with Python, SQL, C++, Java. Its stack also includes Linux, Kubernetes, Angular, PostgreSQL. Python is named in 101 of the 408 job postings Scalian published in the last 12 months (25%). Counted by Alion from the job postings of Scalian, updated Nov 11, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 11, 2026
Technologies in use
323
Postings analysed
408
Open now
284
Modernity
74 /100
New in 6 months
8

What programming languages does Scalian use?

Python is named in 25% of job postings at Scalian, followed by SQL (20%), C++ (13%), Java (13%).

Python 101 25% required in 98% · 71 open now · since Mar 2025
SQL 81 20% required in 99% · 54 open now · since Sep 2025
C++ 55 13% required in 96% · 41 open now · since Nov 2025
Java 55 13% required in 91% · 43 open now · since Aug 2025
JavaScript 49 12% required in 35% · 36 open now · since Aug 2025
TypeScript 39 10% required in 67% · 27 open now · since Sep 2025
VHDL 15 4% required in 100% · 10 open now · since Nov 2025
Node JS 14 3% required in 86% · 11 open now · since Oct 2025
Show all (27)
C#12
MATLAB11
Bash10
PowerShell7
Go6
Sass5
Verilog5
Kotlin5
COBOL4
Scala4
C4
JCL3
PHP3
Rust3
SystemVerilog2
Ada1
Fortran1
Structured Text1
Swift1

What frameworks and libraries does Scalian use?

Angular is named in 7% of job postings at Scalian, followed by Spring Boot (5%), Scikit-learn (2%), LangChain (2%).

Angular 29 7% required in 90% · 20 open now · since Sep 2025
Spring Boot 21 5% required in 95% · 17 open now · since Sep 2025
Scikit-learn 8 2% required in 100% · 4 open now · since Feb 2026
LangChain 8 2% required in 88% · 5 open now · since Dec 2025
NgRx 6 1% required in 100% · 2 open now · since Aug 2026
Pandas 6 1% required in 100% · 3 open now · since Jun 2026
LangGraph 5 1% required in 100% · 2 open now · since Dec 2025
LiteRT 5 1% required in 100% · 5 open now · since Oct 2026
Show all (68)
NumPy5
OpenCV5
Spring Data JPA5
React.js5
Kotlin Multiplatform4
MapStruct4
ROS24
Selenium4
Spring Security4
Transformers4
Hibernate4
Robot Framework4
Feast3
Hadoop3
JUnit3
LlamaIndex3
Qt3
RxJS3
TensorFlow3
ASP.NET Core2
Angular Material2
CUDA2
Chart.js2
Cypress2
Django2
Flask2
JQuery2
Jetpack Compose2
Laravel2
Lit2
ONNX Runtime2
PrimeNG2

And 28 more, each named in fewer postings.

What databases does Scalian use?

PostgreSQL is named in 6% of job postings at Scalian, followed by Snowflake (2%), MySQL (2%), Delta Lake (1%).

PostgreSQL 25 6% required in 100% · 16 open now · since Sep 2025
Snowflake 9 2% required in 89% · 8 open now · since Jan 2026
MySQL 8 2% required in 100% · 7 open now · since Sep 2025
Delta Lake 5 1% required in 100% · 5 open now · since Sep 2026
Teradata 5 1% required in 100% · 2 open now · since Jun 2026
Db2 4 1% required in 100% · since Jul 2026
Redis 4 1% required in 100% · 4 open now · since Apr 2026
MS SQL 4 1% required in 75% · 2 open now · since Apr 2026
Show all (17)
DynamoDB3
ElasticSearch3
Google BigQuery2
MariaDB2
OpenSearch2
Cassandra1
HBase1
Neo4j1
Oracle1

What cloud and platforms does Scalian use?

Linux is named in 17% of job postings at Scalian, followed by Kubernetes (12%), Azure (9%), AWS (9%).

Linux 71 17% required in 100% · 47 open now · since Oct 2025
Kubernetes 50 12% required in 94% · 39 open now · since Mar 2025
Azure 38 9% required in 87% · 28 open now · since Sep 2025
AWS 37 9% required in 97% · 27 open now · since Nov 2025
GitLab 27 7% required in 96% · 17 open now · since Aug 2025
Power BI 27 7% required in 96% · 16 open now · since Aug 2025
GCP 24 6% required in 96% · 19 open now · since Mar 2025
Apache Kafka 23 6% required in 96% · 18 open now · since Jun 2026
Show all (69)
GitLab CI23
Spark17
Windows16
Red Hat15
RTOS15
Databricks12
Active Directory12
Grafana12
Amazon S311
VMWare10
Kibana9
OpenShift9
Windows Server8
API Gateway7
Amazon SageMaker7
Figma7
SonarQube7
Azure DevOps7
MLFlow6
Microsoft Entra ID6
Postman6
RabbitMQ6
.NET5
Debian5
GitHub5
NATS5
Vertex AI5
Hugging Face4
OVHcloud4
LDAP4
FigJam3
SIEM3

And 29 more, each named in fewer postings.

What developer tools does Scalian use?

Git is named in 23% of job postings at Scalian, followed by Docker (16%), Rest API (12%), Ansible (7%).

Git 92 23% required in 97% · 62 open now · since Sep 2025
Docker 65 16% required in 95% · 47 open now · since Nov 2025
Rest API 49 12% required in 100% · 32 open now · since Mar 2026
Ansible 30 7% required in 70% · 16 open now · since Mar 2025
Jenkins 27 7% required in 96% · 22 open now · since Mar 2025
Terraform 23 6% required in 96% · 15 open now · since Mar 2025
IBM DOORS 15 4% required in 100% · 12 open now · since Nov 2025
Maven 13 3% required in 100% · 9 open now · since Aug 2025
Show all (81)
Simulink8
Swagger8
SysML7
Prometheus7
ARINC6
OpenStack6
Apache HTTP Server5
Filebeat5
Helm5
Hyper-V5
Keycloak5
OrCAD5
MQTT5
CMake4
Liquibase4
Logstash4
Talend4
CANopen3
CATIA3
CICS3
Gradle3
KiCad3
OPC UA3
OpenVINO3
Podman3
Siemens ModelSim3
Siemens QuestaSim3
SolidWorks3
Triton Inference Server3
dbt3
Copilot3
Microsoft Excel3

And 41 more, each named in fewer postings.

What AI and ML technologies does Scalian use?

LLM is named in 2% of job postings at Scalian, followed by YOLO (1%).

LLM 8 2% required in 100% · 5 open now · since Jul 2026
YOLO 3 1% required in 100% · 1 open now · since Sep 2026

Which engineering practices does Scalian ask for?

CI/CD is named in 27% of job postings at Scalian, followed by Machine Learning (6%), ETL/ELT (5%), DO-178C (5%).

CI/CD 109 27% required in 97% · 74 open now · since Aug 2025
Machine Learning 24 6% required in 96% · 18 open now · since Dec 2025
ETL/ELT 22 5% required in 100% · 13 open now · since Jan 2026
DO-178C 21 5% required in 95% · 18 open now · since Nov 2025
Verification & Validation 13 3% required in 92% · 8 open now · since Mar 2026
TCP/IP 12 3% required in 100% · 7 open now · since Jun 2026
IAM 11 3% required in 100% · 6 open now · since Apr 2026
DNS 9 2% required in 100% · 6 open now · since Jul 2026
Show all (58)
DHCP8
ECSS7
FinOps7
RAG7
Clean Architecture6
DO-2546
VPN6
Computer Vision5
MBSE5
VLAN5
AI Agents4
BGP4
EU AI Act4
MVVM4
Mixture of Experts4
SOAP4
CAPA3
EVMS3
FMEA3
Feature Store3
Fine-tuning3
Function Calling3
LLMOps3
MPLS3
NLP3
Wi-Fi3
DO-1603
Agentic Workflows2
Anomaly Detection2
CNN2
Configuration Management2
Digital Twin2

And 18 more, each named in fewer postings.

What other technologies does Scalian use?

Kotlin Coroutines is named in 1% of job postings at Scalian.

Kotlin Coroutines 3 1% required in 100% · 2 open now · since Jun 2026

What does each Scalian team work with?

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

Backend

112 postings
Git60
Java43
Rest API35
Docker33
Linux28
Python28

DevOps

53 postings
Linux19
Ansible12
Docker11
Red Hat11
IBM DOORS10
Python9

Hardware

45 postings
C++15
VHDL13
RTOS8
Linux7
Python7
Verilog5

Data Science

33 postings
Python25
SQL22
AWS15
Spark12
GCP11
Azure10

Management

25 postings
Power BI8
Windows4
Active Directory2
Microsoft Entra ID2

Analytics

25 postings
SQL17
Power BI10
Python10
Spark4
Teradata4
Git3

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How much does Scalian pay by technology?

Median stated pay of the postings that name each technology, against the median of all Scalian postings with stated pay: $59k across 211 postings.

TechnologyPostings with payMedianvs company median
Python49$56k−5%
Linux41$62k+4%
SQL36$59k0%
C++28$54k−8%
JavaScript26$61k+4%
Java25$60k+1%
TypeScript21$61k+3%
Kubernetes21$59k0%
AWS17$67k+13%
Angular17$61k+4%

How is the Scalian 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
FeastNov 2026
Feature StoreNov 2026
Fine-tuningNov 2026
LlamaIndexNov 2026
Riviera-PRONov 2026
OSVVMNov 2026
SystemVerilogNov 2026
UVMNov 2026
Rising
Python18% → 27%
C++8% → 15%
PostgreSQL3% → 7%
Terraform4% → 7%
DO-178C2% → 5%
Verification & Validation1% → 4%
Snowflake0% → 3%
LangChain0% → 3%
Falling
SonarQube6% → 0%
Power BI10% → 5%
Clean Architecture4% → 0%
Maven6% → 3%
Swagger4% → 1%
Kotlin3% → 0%
COBOL3% → 0%
Db23% → 0%

How modern is the Scalian stack?

Modern AI adopter 74/100

Scalian scores 74 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: 2; legacy ones: 0.

How common is the Scalian stack in its industry?

Share of the 2,443 companies in the same industries, whose stack Alion knows, that use each technology.

Python30%
SQL21%
Linux20%
C++19%
Java12%
Kubernetes10%
JavaScript17%
TypeScript12%
Azure17%
AWS15%

What sets Scalian apart

Spring Boot3%
Spark4%
Red Hat3%
VHDL4%
Amazon S33%
Kibana2%
OpenShift3%
Snowflake3%
LangChain4%
Scikit-learn3%

Questions about the Scalian tech stack

What programming languages does Scalian use?

The languages named in Scalian job postings are Python (25%), SQL (20%), C++ (13%), Java (13%), JavaScript (12%), as a share of the 408 postings of the last 12 months.

Does Scalian use Angular?

Yes. Angular is named in 29 of 408 job postings (7%) and required in 26 of them.

What cloud and platforms does Scalian use?

The cloud and platforms named in Scalian job postings are Linux (71), Kubernetes (50), Azure (38) (postings in brackets).

What skills do you need for a Backend job at Scalian?

Backend postings at Scalian most often require Git (60), Java (43), Rest API (35), Docker (33), out of 112 postings in the last 12 months.

Is the Scalian tech stack changing?

Yes. Feast, Feature Store, Fine-tuning, LlamaIndex first appeared in Scalian job postings in the last six months.

How modern is the Scalian tech stack?

Scalian scores 74 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: 2; legacy ones: 0.

How does Alion know the Scalian tech stack?

Alion reads every job posting Scalian publishes and tags the technologies each one names. The figures on this page count the 408 postings of the last 12 months and were updated on Nov 11, 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, "Scalian tech stack: 323 technologies from 408 job postings", as of Nov 11, 2026. https://alion.io/company/scalian/technologies

Licence: CC BY-SA 4.0JSON