Aylo tech stack

Aylo builds mostly with Python, SQL, JavaScript, Bash. Its stack also includes Kubernetes, Linux, ElasticSearch, MySQL. Python is named in 12 of the 30 job postings Aylo published in the last 12 months (40%). Counted by Alion from the job postings of Aylo, updated Sep 28, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 28, 2026
Technologies in use
86
Postings analysed
30
Open now
14
Modernity
73 /100
New in 6 months
8

What programming languages does Aylo use?

Python is named in 40% of job postings at Aylo, followed by SQL (20%), JavaScript (7%), Bash (3%).

Python 12 40% required in 75% · 5 open now · since Aug 2024
SQL 6 20% required in 83% · 3 open now · since Jun 2025
JavaScript 2 7% required in 100% · since Apr 2026
Bash 1 3% required in 100% · since Jul 2026
Node JS 1 3% required in 100% · since Aug 2026
PHP 1 3% required in 100% · since Aug 2026
TypeScript 1 3% required in 100% · since Aug 2026
Java 1 3% optional · since May 2026

What frameworks and libraries does Aylo use?

React.js is named in 3% of job postings at Aylo, followed by Svelte (3%), Vue.js (3%), Material UI (3%).

React.js 1 3% required in 100% · since Apr 2026
Svelte 1 3% required in 100% · since Apr 2026
Vue.js 1 3% required in 100% · since Apr 2026
Material UI 1 3% optional · since Apr 2026
Polars 1 3% optional · since Aug 2026
PyOD 1 3% optional · since Aug 2026
Redux 1 3% optional · since Apr 2026
Scikit-learn 1 3% optional · since Aug 2026
Show all (10)
TestNG1
XGBoost1

What databases does Aylo use?

ElasticSearch is named in 20% of job postings at Aylo, followed by MySQL (20%), Azure SQL Database (3%), Delta Lake (3%).

ElasticSearch 6 20% required in 17% · since Jun 2026
MySQL 6 20% required in 17% · 1 open now · since Jun 2026
Azure SQL Database 1 3% required in 100% · 1 open now · since Feb 2026
Delta Lake 1 3% required in 100% · 1 open now · since Feb 2026
Firestore 1 3% required in 100% · since Aug 2026
MS SQL 1 3% required in 100% · 1 open now · since Feb 2026
PostgreSQL 1 3% required in 100% · since Aug 2026
Redis 1 3% required in 100% · since Aug 2024

What cloud and platforms does Aylo use?

Kubernetes is named in 27% of job postings at Aylo, followed by Linux (27%), Power BI (27%), GitLab (27%).

Kubernetes 8 27% required in 100% · 2 open now · since Jun 2026
Linux 8 27% required in 100% · 1 open now · since Aug 2024
Power BI 8 27% required in 88% · 6 open now · since Jun 2025
GitLab 8 27% required in 13% · 2 open now · since Jun 2026
VMWare 5 17% required in 100% · since Jun 2026
Looker 5 17% required in 80% · 4 open now · since Dec 2025
Azure 4 13% required in 100% · 4 open now · since Feb 2026
GCP 4 13% required in 75% · 3 open now · since Jun 2025
Show all (20)
AWS4
Spark2
Anthropic1
Google Cloud Run1
Kibana1
Microsoft Fabric1
OpenAI1
RunPod1
Tableau1
Windows1
Azure DevOps1
MLFlow1

What developer tools does Aylo use?

Ansible is named in 23% of job postings at Aylo, followed by Microsoft Excel (17%), Adobe After Effects (13%), Adobe Photoshop (13%).

Ansible 7 23% required in 86% · 2 open now · since May 2026
Microsoft Excel 5 17% required in 100% · 4 open now · since Dec 2025
Adobe After Effects 4 13% required in 100% · since Apr 2026
Adobe Photoshop 4 13% required in 100% · since Apr 2026
Adobe Premiere Pro 4 13% required in 100% · since Apr 2026
DaVinci Resolve 4 13% required in 100% · since Apr 2026
Git 3 10% optional · 3 open now · since Feb 2026
Rest API 2 7% required in 100% · since Jul 2026
Show all (22)
pySpark2
Azure Data Factory1
Docker1
Helm1
Logstash1
Node-RED1
OpenRouter1
RoadRunner1
TestRail1
dbt1
gRPC1
JMeter1
Vite1
Webpack1

What AI and ML technologies does Aylo use?

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

LLM 1 3% required in 100% · since Jul 2026

Which engineering practices does Aylo ask for?

CI/CD is named in 33% of job postings at Aylo, followed by Configuration Management (17%), DNS (17%), ETL/ELT (10%).

CI/CD 10 33% required in 80% · 3 open now · since Feb 2026
Configuration Management 5 17% required in 100% · since Jun 2026
DNS 5 17% required in 100% · since Jun 2026
ETL/ELT 3 10% required in 33% · 3 open now · since Feb 2026
A/B Testing 2 7% required in 100% · 2 open now · since Jun 2025
MPLS 2 7% required in 100% · 2 open now · since May 2026
VPN 2 7% required in 100% · 2 open now · since May 2026
Wi-Fi 2 7% required in 100% · 2 open now · since May 2026
Show all (17)
AI Agents2
BGP1
Dimensional Modeling1
Fine-tuning1
Incident Management1
Machine Learning1
Prompt Engineering1
RAG1
State Management1

What does each Aylo team work with?

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

Sales

5 postings
Looker4
Microsoft Excel4
Power BI4

Marketing

5 postings
Adobe After Effects4
Adobe Photoshop4
Adobe Premiere Pro4
DaVinci Resolve4

DevOps

5 postings
Ansible5
Kubernetes5
Linux5
Python5
VMWare5

Security

3 postings
AWS2
Azure2
GCP2
Kubernetes2
Python2

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How is the Aylo 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
Rest APIJul 2026
KubernetesJun 2026
GitLabJun 2026
ElasticSearchJun 2026
MySQLJun 2026
Configuration ManagementJun 2026
DNSJun 2026
VMWareJun 2026
Rising
Power BI0% → 41%
CI/CD10% → 47%
Kubernetes10% → 41%
GitLab10% → 41%
Microsoft Excel0% → 24%
Looker0% → 24%
ElasticSearch10% → 29%
MySQL10% → 29%
Falling
Adobe After Effects40% → 0%
Adobe Photoshop40% → 0%
Adobe Premiere Pro40% → 0%
DaVinci Resolve40% → 0%

How modern is the Aylo stack?

Modern AI adopter 73/100

Aylo scores 73 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 Aylo stack in its industry?

Share of the 192 companies in the same industries, whose stack Alion knows, that use each technology.

Python50%
GitLab11%
Kubernetes32%
Linux21%
Power BI17%
ElasticSearch15%
MySQL21%
SQL42%
Looker18%
VMWare7%

Questions about the Aylo tech stack

What programming languages does Aylo use?

The languages named in Aylo job postings are Python (40%), SQL (20%), JavaScript (7%), Bash (3%), Node JS (3%), as a share of the 30 postings of the last 12 months.

Does Aylo use Kubernetes?

Yes. Kubernetes is named in 8 of 30 job postings (27%) and required in 8 of them.

What cloud and platforms does Aylo use?

The cloud and platforms named in Aylo job postings are Kubernetes (8), Linux (8), Power BI (8) (postings in brackets).

What skills do you need for a Sales job at Aylo?

Sales postings at Aylo most often require Looker (4), Microsoft Excel (4), Power BI (4), out of 5 postings in the last 12 months.

Is the Aylo tech stack changing?

Yes. Rest API, Kubernetes, GitLab, ElasticSearch first appeared in Aylo job postings in the last six months.

How modern is the Aylo tech stack?

Aylo scores 73 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 Aylo tech stack?

Alion reads every job posting Aylo publishes and tags the technologies each one names. The figures on this page count the 30 postings of the last 12 months and were updated on Sep 28, 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, "Aylo tech stack: 86 technologies from 30 job postings", as of Sep 28, 2026. https://alion.io/company/aylocareers/technologies

Licence: CC BY-SA 4.0JSON