Simelabs tech stack

Simelabs builds mostly with C#, SQL, Python, Bash. Its stack also includes .NET, GCP, BigQuery, Google BigQuery. C# is named in 26 of the 31 job postings Simelabs published in the last 12 months (84%). Counted by Alion from the job postings of Simelabs, updated Oct 11, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 11, 2026
Technologies in use
108
Postings analysed
31
Open now
30
Modernity
75 /100

What programming languages does Simelabs use?

C# is named in 84% of job postings at Simelabs, followed by SQL (39%), Python (35%), Bash (23%).

C# 26 84% required in 12% · 25 open now · since Sep 2026
SQL 12 39% required in 100% · 12 open now · since Aug 2026
Python 11 35% required in 82% · 10 open now · since Aug 2026
Bash 7 23% required in 100% · 6 open now · since Oct 2026
Java 7 23% required in 71% · 7 open now · since Oct 2026
TypeScript 4 13% required in 50% · 4 open now · since Oct 2026
JavaScript 4 13% required in 25% · 4 open now · since Oct 2026
PowerShell 2 6% required in 100% · 2 open now · since Oct 2026
Show all (11)
MATLAB2
Sass1
C++1

What frameworks and libraries does Simelabs use?

Spring Boot is named in 13% of job postings at Simelabs, followed by Angular (10%), NumPy (6%), FastAPI (3%).

Spring Boot 4 13% required in 100% · 4 open now · since Oct 2026
Angular 3 10% required in 67% · 3 open now · since Oct 2026
NumPy 2 6% required in 100% · 2 open now · since Aug 2026
FastAPI 1 3% required in 100% · 1 open now · since Aug 2026
Hibernate 1 3% required in 100% · 1 open now · since Oct 2026
Pandas 1 3% required in 100% · 1 open now · since Aug 2026
PyTorch 1 3% required in 100% · 1 open now · since Aug 2026
RxJS 1 3% required in 100% · 1 open now · since Oct 2026
Show all (15)
Scikit-learn1
TensorFlow1
TestNG1
Testcontainers1
LangChain1
LangGraph1
Spring Framework1

What databases does Simelabs use?

BigQuery is named in 16% of job postings at Simelabs, followed by Google BigQuery (16%), PostgreSQL (16%), MS SQL (3%).

BigQuery 5 16% required in 80% · 5 open now · since Aug 2026
Google BigQuery 5 16% required in 80% · 5 open now · since Aug 2026
PostgreSQL 5 16% required in 60% · 4 open now · since Oct 2026
MS SQL 1 3% required in 100% · 1 open now · since Oct 2026
MySQL 1 3% required in 100% · since Oct 2026
Oracle 1 3% required in 100% · 1 open now · since Oct 2026
Snowflake 1 3% required in 100% · 1 open now · since Oct 2026

What cloud and platforms does Simelabs use?

.NET is named in 84% of job postings at Simelabs, followed by GCP (19%), Linux (19%), Azure (19%).

.NET 26 84% required in 77% · 25 open now · since Sep 2026
GCP 6 19% required in 100% · 6 open now · since Aug 2026
Linux 6 19% required in 100% · 5 open now · since Oct 2026
Azure 6 19% required in 50% · 6 open now · since Oct 2026
Kubernetes 5 16% required in 40% · 5 open now · since Oct 2026
Apache Kafka 4 13% required in 100% · 4 open now · since Oct 2026
GitHub 4 13% required in 75% · 4 open now · since Aug 2026
GitHub Actions 3 10% required in 100% · 3 open now · since Oct 2026
Show all (32)
AWS3
Active Directory2
Azure DevOps2
Microsoft Entra ID2
OpenShift2
API Gateway1
Amazon CloudWatch1
Amazon EKS1
Azure AKS1
Bamboo1
Bitbucket1
Datadog1
GitLab CI1
Grafana1
LDAP1
Microsoft Fabric1
Power BI1
Red Hat1
Vertex AI1
Windows1
Windows Server1
Databricks1
RTOS1
Spark1

What developer tools does Simelabs use?

Git is named in 23% of job postings at Simelabs, followed by Rest API (13%), Terraform (10%), ArgoCD (6%).

Git 7 23% required in 86% · 7 open now · since Aug 2026
Rest API 4 13% required in 100% · 4 open now · since Aug 2026
Terraform 3 10% required in 67% · 3 open now · since Oct 2026
ArgoCD 2 6% required in 100% · 2 open now · since Oct 2026
Docker 2 6% required in 100% · 2 open now · since Aug 2026
Ansible 2 6% required in 50% · 1 open now · since Oct 2026
Informatica 2 6% required in 50% · 2 open now · since Oct 2026
Simulink 2 6% required in 50% · 2 open now · since Oct 2026
Show all (26)
dbt2
AWS CDK1
Claude Code1
Copilot1
Cursor1
Helm1
Jenkins1
Maven1
OpenAI Codex1
Poetry1
Prometheus1
Tekton1
flake81
isort1
pre-commit1
Model Context Protocol1
Simulink Coder1
pySpark1

What AI and ML technologies does Simelabs use?

LLM is named in 3% of job postings at Simelabs.

LLM 1 3% required in 100% · 1 open now · since Sep 2026

Which engineering practices does Simelabs ask for?

CI/CD is named in 42% of job postings at Simelabs, followed by AI Agents (10%), ETL/ELT (10%), IAM (10%).

CI/CD 13 42% required in 77% · 13 open now · since Sep 2026
AI Agents 3 10% required in 100% · 3 open now · since Sep 2026
ETL/ELT 3 10% required in 100% · 3 open now · since Aug 2026
IAM 3 10% required in 67% · 3 open now · since Oct 2026
GitOps 2 6% required in 100% · 2 open now · since Oct 2026
SOAP 2 6% required in 100% · 2 open now · since Oct 2026
DNS 1 3% required in 100% · 1 open now · since Oct 2026
Gitflow 1 3% required in 100% · 1 open now · since Aug 2026
Show all (16)
Incident Management1
Machine Learning1
Master Data Management1
RAG1
Trunk-Based Development1
Data Vault1
FinOps1
SLI/SLO/SLA1

What does each Simelabs team work with?

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

Backend

10 postings
.NET5
Java5
SQL5
Spring Boot4
Apache Kafka3
Rest API3

DevOps

7 postings
.NET7
Bash6
Python6
Git4
Linux4
GitHub Actions3

Analytics

5 postings
SQL4
.NET3
GCP3
BigQuery2
Google BigQuery2

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How modern is the Simelabs stack?

Cutting-edge AI adopter 75/100

Simelabs scores 75 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: 1; legacy ones: 0.

How common is the Simelabs stack in its industry?

Share of the 1,373 companies in the same industries, whose stack Alion knows, that use each technology.

.NET24%
C#35%
SQL61%
Python61%
Bash18%
Java45%
Azure47%
GCP36%
Linux40%
BigQuery11%

Questions about the Simelabs tech stack

What programming languages does Simelabs use?

The languages named in Simelabs job postings are C# (84%), SQL (39%), Python (35%), Bash (23%), Java (23%), as a share of the 31 postings of the last 12 months.

Does Simelabs use Spring Boot?

Yes. Spring Boot is named in 4 of 31 job postings (13%) and required in 4 of them.

What cloud and platforms does Simelabs use?

The cloud and platforms named in Simelabs job postings are .NET (26), GCP (6), Linux (6) (postings in brackets).

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

Backend postings at Simelabs most often require .NET (5), Java (5), SQL (5), Spring Boot (4), out of 10 postings in the last 12 months.

Is the Simelabs tech stack changing?

No new technology has appeared in Simelabs job postings in the last six months.

How modern is the Simelabs tech stack?

Simelabs scores 75 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: 1; legacy ones: 0.

How does Alion know the Simelabs tech stack?

Alion reads every job posting Simelabs publishes and tags the technologies each one names. The figures on this page count the 31 postings of the last 12 months and were updated on Oct 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, "Simelabs tech stack: 108 technologies from 31 job postings", as of Oct 11, 2026. https://alion.io/company/astek-3/technologies

Licence: CC BY-SA 4.0JSON