LAB3 tech stack

LAB3 builds mostly with Python, PowerShell, Bash, SQL. Its stack also includes Azure, Azure DevOps, Azure SQL Database, PostgreSQL. Azure is named in 13 of the 13 job postings LAB3 published in the last 12 months (100%). Counted by Alion from the job postings of LAB3, updated Oct 14, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 14, 2026
Technologies in use
58
Postings analysed
13
Open now
13
Modernity
72 /100
New in 6 months
8

What programming languages does LAB3 use?

Python is named in 62% of job postings at LAB3, followed by PowerShell (46%), Bash (15%), SQL (15%).

Python 8 62% required in 88% · 8 open now · since Mar 2026
PowerShell 6 46% required in 67% · 6 open now · since Aug 2026
Bash 2 15% required in 100% · 2 open now · since Aug 2026
SQL 2 15% required in 100% · 2 open now · since Mar 2026
Scala 2 15% required in 100% · 2 open now · since Mar 2026
TypeScript 1 8% required in 100% · 1 open now · since Jul 2026
JavaScript 1 8% optional · 1 open now · since Jul 2026

What frameworks and libraries does LAB3 use?

Hadoop is named in 15% of job postings at LAB3, followed by React.js (8%).

Hadoop 2 15% required in 100% · 2 open now · since Mar 2026
React.js 1 8% required in 100% · 1 open now · since Jul 2026

What databases does LAB3 use?

Azure SQL Database is named in 31% of job postings at LAB3, followed by PostgreSQL (23%), Azure Cosmos DB (23%), MS SQL (15%).

Azure SQL Database 4 31% required in 50% · 4 open now · since Mar 2026
PostgreSQL 3 23% required in 100% · 3 open now · since Jul 2026
Azure Cosmos DB 3 23% required in 67% · 3 open now · since Mar 2026
MS SQL 2 15% required in 100% · 2 open now · since Mar 2026

What cloud and platforms does LAB3 use?

Azure is named in 100% of job postings at LAB3, followed by Azure DevOps (62%), Azure AKS (46%), Kubernetes (46%).

Azure 13 100% required in 100% · 13 open now · since Mar 2026
Azure DevOps 8 62% required in 75% · 8 open now · since Mar 2026
Azure AKS 6 46% required in 83% · 6 open now · since Aug 2026
Kubernetes 6 46% required in 67% · 6 open now · since Aug 2026
GitHub 3 23% required in 67% · 3 open now · since Sep 2026
Microsoft Defender for Cloud 3 23% required in 67% · 3 open now · since Aug 2026
Apache Kafka 2 15% required in 100% · 2 open now · since Mar 2026
Bamboo 2 15% required in 100% · 2 open now · since Sep 2026
Show all (21)
Bitbucket2
Databricks2
GitHub Actions2
Linux2
Microsoft Entra ID2
OpenShift2
Power BI2
Spark2
Unix2
Copilot Studio1
SSAS1
Microsoft Defender1
Microsoft Fabric1

What developer tools does LAB3 use?

Terraform is named in 69% of job postings at LAB3, followed by Bicep (31%), Ansible (23%), Azure Data Factory (15%).

Terraform 9 69% required in 89% · 9 open now · since Aug 2026
Bicep 4 31% required in 50% · 4 open now · since Sep 2026
Ansible 3 23% required in 67% · 3 open now · since Aug 2026
Azure Data Factory 2 15% required in 100% · 2 open now · since Mar 2026
Chef 2 15% required in 100% · 2 open now · since Aug 2026
Helm 2 15% required in 100% · 2 open now · since Sep 2026
Jenkins 2 15% required in 100% · 2 open now · since Sep 2026
OpenStack 2 15% required in 100% · 2 open now · since Aug 2026
Show all (12)
Vault2
Claude Code1
Copilot1
SSIS1

What AI and ML technologies does LAB3 use?

LLM is named in 8% of job postings at LAB3.

LLM 1 8% required in 100% · 1 open now · since Jul 2026

Which engineering practices does LAB3 ask for?

CI/CD is named in 54% of job postings at LAB3, followed by IAM (31%), Configuration Management (15%), ETL/ELT (15%).

CI/CD 7 54% required in 100% · 7 open now · since Mar 2026
IAM 4 31% required in 50% · 4 open now · since Aug 2026
Configuration Management 2 15% required in 100% · 2 open now · since Aug 2026
ETL/ELT 2 15% required in 100% · 2 open now · since Mar 2026
AI Agents 2 15% required in 50% · 2 open now · since Jul 2026
Context Engineering 1 8% required in 100% · 1 open now · since Jul 2026
FinOps 1 8% required in 100% · 1 open now · since Jul 2026
Incident Management 1 8% required in 100% · 1 open now · since Oct 2026
Show all (11)
LLM Guardrails1
RAG1
SLI/SLO/SLA1

What does each LAB3 team work with?

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

DevOps

7 postings
Azure7
Azure AKS5
Azure DevOps5
Python5
Terraform5
Kubernetes4

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How is the LAB3 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
BicepSep 2026
GitHubSep 2026
BambooSep 2026
BitbucketSep 2026
GitHub ActionsSep 2026
HelmSep 2026
JenkinsSep 2026
Microsoft Entra IDSep 2026

How modern is the LAB3 stack?

Modern AI adopter 72/100

LAB3 scores 72 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 LAB3 stack in its industry?

Share of the 1,976 companies in the same industries, whose stack Alion knows, that use each technology.

Azure37%
Azure DevOps10%
Python54%
Azure AKS3%
Kubernetes33%
PowerShell15%
Azure SQL Database2%
Azure Cosmos DB1%
GitHub16%
Microsoft Defender for Cloud1%

What sets LAB3 apart

Azure AKS3%
Azure SQL Database2%
Azure Cosmos DB1%
Microsoft Defender for Cloud1%

Questions about the LAB3 tech stack

What programming languages does LAB3 use?

The languages named in LAB3 job postings are Python (62%), PowerShell (46%), Bash (15%), SQL (15%), Scala (15%), as a share of the 13 postings of the last 12 months.

Does LAB3 use Hadoop?

Yes. Hadoop is named in 2 of 13 job postings (15%) and required in 2 of them.

What cloud and platforms does LAB3 use?

The cloud and platforms named in LAB3 job postings are Azure (13), Azure DevOps (8), Azure AKS (6) (postings in brackets).

What skills do you need for a DevOps job at LAB3?

DevOps postings at LAB3 most often require Azure (7), Azure AKS (5), Azure DevOps (5), Python (5), out of 7 postings in the last 12 months.

Is the LAB3 tech stack changing?

Yes. Bicep, GitHub, Bamboo, Bitbucket first appeared in LAB3 job postings in the last six months.

How modern is the LAB3 tech stack?

LAB3 scores 72 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 LAB3 tech stack?

Alion reads every job posting LAB3 publishes and tags the technologies each one names. The figures on this page count the 13 postings of the last 12 months and were updated on Oct 14, 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, "LAB3 tech stack: 58 technologies from 13 job postings", as of Oct 14, 2026. https://alion.io/company/lab3-2/technologies

Licence: CC BY-SA 4.0JSON