Lingaro tech stack

Lingaro builds mostly with Python, SQL, JavaScript, TypeScript. Its stack also includes Azure, GCP, BigQuery, Google BigQuery. Azure is named in 45 of the 60 job postings Lingaro published in the last 12 months (75%). Counted by Alion from the job postings of Lingaro, updated Sep 28, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 28, 2026
Technologies in use
137
Postings analysed
60
Open now
45
Modernity
85 /100
New in 6 months
8

What programming languages does Lingaro use?

Python is named in 63% of job postings at Lingaro, followed by SQL (47%), JavaScript (12%), TypeScript (10%).

Python 38 63% required in 97% · 28 open now · since Nov 2025
SQL 28 47% required in 93% · 22 open now · since Nov 2025
JavaScript 7 12% required in 71% · 6 open now · since Feb 2026
TypeScript 6 10% required in 100% · 5 open now · since Feb 2026
Node JS 5 8% required in 40% · 5 open now · since Feb 2026
Scala 5 8% required in 40% · 5 open now · since Nov 2025
Java 4 7% required in 100% · 2 open now · since Feb 2026
Sass 3 5% required in 100% · 3 open now · since Feb 2026
Show all (12)
Bash2
Go2
PowerShell2
ABAP1

What frameworks and libraries does Lingaro use?

FastAPI is named in 8% of job postings at Lingaro, followed by Next.js (8%), React.js (8%), Django (7%).

FastAPI 5 8% required in 100% · 4 open now · since Dec 2025
Next.js 5 8% required in 100% · 5 open now · since Feb 2026
React.js 5 8% required in 80% · 5 open now · since Feb 2026
Django 4 7% required in 100% · 3 open now · since Dec 2025
Flink 4 7% required in 100% · 2 open now · since Aug 2026
React Router 4 7% required in 100% · 4 open now · since Feb 2026
Redux 4 7% required in 100% · 4 open now · since Feb 2026
Tailwind CSS 3 5% required in 100% · 3 open now · since Feb 2026
Show all (20)
styled-components3
LangChain2
LangGraph2
LlamaIndex2
Playwright2
SQLAlchemy2
Celery2
PyTorch2
Hadoop1
Pydantic1
Robot Framework1
TensorFlow1

What databases does Lingaro use?

BigQuery is named in 8% of job postings at Lingaro, followed by Google BigQuery (8%), Azure SQL Database (7%), MySQL (7%).

BigQuery 5 8% required in 80% · 3 open now · since Nov 2025
Google BigQuery 5 8% required in 80% · 3 open now · since Nov 2025
Azure SQL Database 4 7% required in 100% · 2 open now · since Aug 2026
MySQL 4 7% required in 100% · 3 open now · since Feb 2026
PostgreSQL 4 7% required in 100% · 3 open now · since Feb 2026
Snowflake 4 7% required in 50% · 3 open now · since Aug 2026
DynamoDB 3 5% required in 67% · 2 open now · since Sep 2026
Oracle 2 3% required in 100% · 2 open now · since Aug 2026
Show all (14)
Amazon Aurora1
Cassandra1
Delta Lake1
Redis1
SAP BW1
SAP HANA1

What cloud and platforms does Lingaro use?

Azure is named in 75% of job postings at Lingaro, followed by GCP (50%), Databricks (48%), Power BI (32%).

Azure 45 75% required in 82% · 35 open now · since Nov 2025
GCP 30 50% required in 90% · 23 open now · since Nov 2025
Databricks 29 48% required in 79% · 23 open now · since Nov 2025
Power BI 19 32% required in 79% · 11 open now · since Nov 2025
AWS 16 27% required in 94% · 10 open now · since Nov 2025
Spark 12 20% required in 58% · 9 open now · since Nov 2025
Kubernetes 11 18% required in 82% · 8 open now · since Nov 2025
Apache Kafka 9 15% required in 100% · 6 open now · since Dec 2025
Show all (36)
Azure DevOps6
Looker6
Azure AKS5
GitHub Actions5
Grafana5
Microsoft Fabric4
AWS Lambda3
Airflow3
Copilot Studio3
OpenAI3
AWS Step Functions2
Datadog2
Dynatrace2
GitLab2
Tableau2
Windows2
Amazon EventBridge1
Amazon S31
Amazon SageMaker1
GitHub1
Google Cloud Run1
Linux1
Microsoft Entra ID1
PagerDuty1
SonarQube1
Splunk1
Hugging Face1
MLFlow1

What developer tools does Lingaro use?

Git is named in 23% of job postings at Lingaro, followed by Docker (20%), Terraform (13%), Copilot (10%).

Git 14 23% required in 100% · 9 open now · since Nov 2025
Docker 12 20% required in 75% · 10 open now · since Dec 2025
Terraform 8 13% required in 100% · 5 open now · since Nov 2025
Copilot 6 10% required in 83% · 4 open now · since Jul 2026
Prometheus 5 8% required in 100% · 3 open now · since Feb 2026
GraphQL 5 8% required in 60% · 4 open now · since Feb 2026
Alteryx 5 8% required in 40% · 3 open now · since Nov 2025
Talend 5 8% required in 40% · 3 open now · since Nov 2025
Show all (18)
dbt5
Bicep4
Fivetran4
Rest API3
pySpark3
Ansible2
Model Context Protocol2
AWS Glue2
Jenkins1
Microsoft Excel1

What AI and ML technologies does Lingaro use?

LLM is named in 12% of job postings at Lingaro, followed by ChatGPT (3%), LoRA (3%), QLoRA (3%).

LLM 7 12% required in 100% · 6 open now · since Nov 2025
ChatGPT 2 3% required in 100% · 1 open now · since Aug 2026
LoRA 2 3% required in 100% · 2 open now · since Nov 2025
QLoRA 2 3% required in 100% · 2 open now · since Nov 2025
Claude 2 3% required in 50% · 2 open now · since Jul 2026
PEFT 2 3% optional · 2 open now · since Nov 2025
Gemini 1 2% optional · 1 open now · since Nov 2025

Which engineering practices does Lingaro ask for?

CI/CD is named in 37% of job postings at Lingaro, followed by ETL/ELT (25%), Machine Learning (15%), RAG (12%).

CI/CD 22 37% required in 86% · 15 open now · since Nov 2025
ETL/ELT 15 25% required in 93% · 11 open now · since Nov 2025
Machine Learning 9 15% required in 100% · 9 open now · since Nov 2025
RAG 7 12% required in 100% · 6 open now · since Nov 2025
AI Agents 5 8% required in 100% · 4 open now · since Feb 2026
FinOps 5 8% required in 100% · 3 open now · since Nov 2025
LLM Guardrails 4 7% required in 100% · 3 open now · since Nov 2025
CSS Modules 3 5% required in 100% · 3 open now · since Feb 2026
Show all (29)
Incident Management3
Master Data Management3
Multi-Agent Systems3
Reinforcement Learning3
A/B Testing2
Agentic Workflows2
Fine-tuning2
Function Calling2
Hybrid Search2
LLMOps2
Multimodal AI2
SFT2
Time Series Forecasting2
Tool Use2
AIOps1
Anomaly Detection1
Computer Vision1
Hallucination1
Human-in-the-Loop1
NLP1
Prompt Engineering1

What other technologies does Lingaro use?

CDS Views is named in 2% of job postings at Lingaro.

CDS Views 1 2% required in 100% · 1 open now · since Nov 2025

What does each Lingaro team work with?

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

Data Science

17 postings
Python16
SQL13
Azure10
GCP10
Databricks8
Spark6

Backend

9 postings
Azure8
GCP8
Git7
Docker6
Python6
FastAPI5

Analytics

8 postings
SQL5
Python4
Power BI3
Azure2

Solutions

4 postings
AWS3
Azure3
Databricks3
GCP3

DevOps

4 postings
Apache Kafka4
Azure4
Azure AKS4
Azure SQL Database4
Databricks4
Fivetran4

AI/ML

4 postings
Azure4
LLM4
Python3
AWS2

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How is the Lingaro 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
pySparkSep 2026
DynamoDBSep 2026
AWS Step FunctionsSep 2026
AWS GlueSep 2026
LLMOpsAug 2026
Copilot StudioAug 2026
OracleAug 2026
dbtAug 2026
Not named for 6 months
Reinforcement LearningFeb 2026
GitLabMar 2026
Time Series ForecastingFeb 2026
A/B TestingFeb 2026
Fine-tuningFeb 2026
Hybrid SearchFeb 2026
LangChainFeb 2026
LangGraphFeb 2026

How modern is the Lingaro stack?

Cutting-edge AI adopter 85/100

Lingaro scores 85 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: 7; legacy ones: 0.

How common is the Lingaro stack in its industry?

Share of the 650 companies in the same industries, whose stack Alion knows, that use each technology.

Azure57%
Python71%
GCP48%
Databricks34%
SQL63%
Power BI29%
AWS58%
Spark32%
Kubernetes50%
Apache Kafka29%

What sets Lingaro apart

React Router0%
Copilot Studio4%
Sass4%
styled-components1%

Questions about the Lingaro tech stack

What programming languages does Lingaro use?

The languages named in Lingaro job postings are Python (63%), SQL (47%), JavaScript (12%), TypeScript (10%), Node JS (8%), as a share of the 60 postings of the last 12 months.

Does Lingaro use FastAPI?

Yes. FastAPI is named in 5 of 60 job postings (8%) and required in 5 of them.

What cloud and platforms does Lingaro use?

The cloud and platforms named in Lingaro job postings are Azure (45), GCP (30), Databricks (29) (postings in brackets).

What skills do you need for a Data Science job at Lingaro?

Data Science postings at Lingaro most often require Python (16), SQL (13), Azure (10), GCP (10), out of 17 postings in the last 12 months.

Is the Lingaro tech stack changing?

Yes. pySpark, DynamoDB, AWS Step Functions, AWS Glue first appeared in Lingaro job postings in the last six months.

How modern is the Lingaro tech stack?

Lingaro scores 85 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: 7; legacy ones: 0.

How does Alion know the Lingaro tech stack?

Alion reads every job posting Lingaro publishes and tags the technologies each one names. The figures on this page count the 60 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, "Lingaro tech stack: 137 technologies from 60 job postings", as of Sep 28, 2026. https://alion.io/company/lingaro/technologies

Licence: CC BY-SA 4.0JSON