Lingaro
AI Consulting & Integration · Analytics & BI Consulting

Lingaro tech stack

Lingaro builds mostly with Python, SQL, TypeScript, JavaScript. Its stack also includes Azure, Databricks, MySQL, Google BigQuery. Azure is named in 54 of the 71 job postings Lingaro published in the last 12 months (76%). Counted by Alion from the job postings of Lingaro, updated Nov 13, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 13, 2026
Technologies in use
137
Postings analysed
71
Open now
44
Modernity
85 /100
New in 6 months
8

What programming languages does Lingaro use?

Python is named in 62% of job postings at Lingaro, followed by SQL (44%), TypeScript (13%), JavaScript (13%).

Python 44 62% required in 93% · 29 open now · since Nov 2025
SQL 31 44% required in 90% · 24 open now · since Nov 2025
TypeScript 9 13% required in 100% · 6 open now · since Feb 2026
JavaScript 9 13% required in 78% · 6 open now · since Feb 2026
Node JS 5 7% required in 60% · 3 open now · since Feb 2026
Scala 5 7% required in 60% · 5 open now · since Nov 2025
Java 4 6% required in 100% · 2 open now · since Feb 2026
Sass 3 4% required in 100% · 1 open now · since Feb 2026
Show all (11)
Bash2
Go2
PowerShell2

What frameworks and libraries does Lingaro use?

FastAPI is named in 7% of job postings at Lingaro, followed by Next.js (7%), React.js (7%), Django (6%).

FastAPI 5 7% required in 100% · 4 open now · since Dec 2025
Next.js 5 7% required in 100% · 3 open now · since Feb 2026
React.js 5 7% required in 80% · 3 open now · since Feb 2026
Django 4 6% required in 100% · 3 open now · since Dec 2025
Flink 4 6% required in 100% · since Aug 2026
React Router 4 6% required in 100% · 2 open now · since Feb 2026
Redux 4 6% required in 100% · 2 open now · since Feb 2026
LangChain 3 4% required in 100% · 3 open now · since Nov 2025
Show all (21)
LangGraph3
LlamaIndex3
Playwright3
Tailwind CSS3
styled-components3
SQLAlchemy2
Celery2
PyTorch2
DeepEval2
Hadoop1
Pydantic1
Robot Framework1
TensorFlow1

What databases does Lingaro use?

MySQL is named in 7% of job postings at Lingaro, followed by Google BigQuery (7%), Snowflake (7%), Azure SQL Database (6%).

MySQL 5 7% required in 100% · 4 open now · since Feb 2026
Google BigQuery 5 7% required in 80% · 4 open now · since Nov 2025
Snowflake 5 7% required in 60% · 2 open now · since Jun 2026
Azure SQL Database 4 6% required in 100% · since Aug 2026
PostgreSQL 4 6% required in 100% · 3 open now · since Feb 2026
DynamoDB 4 6% required in 75% · 3 open now · since Sep 2026
Oracle 3 4% required in 100% · 3 open now · since Aug 2026
Cassandra 2 3% required in 100% · 2 open now · since Sep 2026
Show all (11)
Amazon Aurora1
Delta Lake1
Redis1

What cloud and platforms does Lingaro use?

Azure is named in 76% of job postings at Lingaro, followed by Databricks (46%), GCP (44%), Power BI (30%).

Azure 54 76% required in 85% · 37 open now · since Nov 2025
Databricks 33 46% required in 79% · 21 open now · since Nov 2025
GCP 31 44% required in 90% · 20 open now · since Nov 2025
Power BI 21 30% required in 86% · 8 open now · since Nov 2025
AWS 19 27% required in 95% · 11 open now · since Nov 2025
Spark 17 24% required in 65% · 14 open now · since Nov 2025
Kubernetes 12 17% required in 83% · 5 open now · since Nov 2025
Azure DevOps 10 14% required in 90% · 8 open now · since Nov 2025
Show all (39)
Apache Kafka9
Copilot Studio6
GitHub Actions6
OpenAI6
Looker6
Azure AKS5
Grafana5
Microsoft Fabric5
AWS Lambda3
Airflow3
GitLab3
Tableau3
AWS Step Functions2
Datadog2
Dynatrace2
Windows2
LangSmith2
Twilio2
Amazon EventBridge1
Amazon S31
Amazon SageMaker1
GitHub1
Google Cloud Run1
Linux1
PagerDuty1
Postman1
SonarQube1
Splunk1
Vertex AI1
Hugging Face1
MLFlow1

What developer tools does Lingaro use?

Git is named in 21% of job postings at Lingaro, followed by Docker (18%), Terraform (11%), Copilot (8%).

Git 15 21% required in 100% · 11 open now · since Nov 2025
Docker 13 18% required in 85% · 8 open now · since Dec 2025
Terraform 8 11% required in 100% · 3 open now · since Nov 2025
Copilot 6 8% required in 83% · 2 open now · since Jul 2026
Prometheus 5 7% required in 100% · since Feb 2026
pySpark 5 7% required in 100% · 5 open now · since Nov 2025
GraphQL 5 7% required in 80% · 2 open now · since Feb 2026
Alteryx 5 7% required in 40% · 4 open now · since Nov 2025
Show all (19)
Talend5
dbt5
Bicep4
Fivetran4
Model Context Protocol3
Rest API3
Ansible2
AWS Glue2
Promptfoo2
Jenkins1
Microsoft Excel1

What AI and ML technologies does Lingaro use?

LLM is named in 21% of job postings at Lingaro, followed by LoRA (4%), QLoRA (4%), PEFT (4%).

LLM 15 21% required in 93% · 12 open now · since Nov 2025
LoRA 3 4% required in 100% · 3 open now · since Nov 2025
QLoRA 3 4% required in 100% · 3 open now · since Nov 2025
PEFT 3 4% optional · 3 open now · since Nov 2025
ChatGPT 2 3% required in 100% · since Aug 2026
Claude 2 3% required in 50% · 1 open now · since Jul 2026
Gemini 1 1% optional · 1 open now · since Nov 2025

Which engineering practices does Lingaro ask for?

CI/CD is named in 38% of job postings at Lingaro, followed by ETL/ELT (24%), Machine Learning (21%), RAG (15%).

CI/CD 27 38% required in 85% · 16 open now · since Nov 2025
ETL/ELT 17 24% required in 94% · 13 open now · since Nov 2025
Machine Learning 15 21% required in 93% · 13 open now · since Nov 2025
RAG 11 15% required in 100% · 9 open now · since Nov 2025
AI Agents 10 14% required in 100% · 8 open now · since Feb 2026
LLMOps 7 10% required in 100% · 6 open now · since Aug 2026
FinOps 5 7% required in 100% · since Nov 2025
LLM Guardrails 5 7% required in 100% · 4 open now · since Nov 2025
Show all (29)
Master Data Management4
Multi-Agent Systems4
A/B Testing3
Agentic Workflows3
CSS Modules3
Fine-tuning3
Hybrid Search3
Multimodal AI3
SFT3
Function Calling2
Human-in-the-Loop2
Incident Management2
Speech Recognition2
Voice Agents2
Reinforcement Learning2
AIOps1
Anomaly Detection1
Computer Vision1
NLP1
Recommender Systems1
Time Series1

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

19 postings
Python16
SQL12
Azure11
GCP9
Databricks8
Spark8

Analytics

10 postings
SQL7
Power BI5
Python5
Azure3
Databricks2

Backend

9 postings
Azure8
GCP8
Git7
Docker6
Python6
FastAPI5

AI/ML

9 postings
Azure9
LLM9
Copilot Studio5
OpenAI5
Python4
AWS2

QA

5 postings
TypeScript5
JavaScript4
Git3
Playwright3
Azure DevOps2
SQL2

Solutions

4 postings
AWS3
Azure3
Databricks3
GCP3

See the open roles

How does your stack fit Lingaro?

Sign in to compare your skills with this stack and see which open roles fit you.
Sign In

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
Speech RecognitionNov 2026
Voice AgentsNov 2026
DeepEvalNov 2026
LangSmithNov 2026
PromptfooNov 2026
TwilioNov 2026
CassandraSep 2026
DynamoDBSep 2026
Rising
ETL/ELT6% → 38%
Spark6% → 30%
LLM6% → 27%
LLMOps0% → 19%
SQL28% → 46%
AI Agents6% → 22%
OpenAI0% → 14%
pySpark0% → 14%
Falling
GCP50% → 24%
AWS39% → 19%
Snowflake22% → 3%
Google BigQuery17% → 3%
Microsoft Fabric17% → 5%
JavaScript17% → 8%
Copilot17% → 8%
Docker17% → 11%
Not named for 6 months
Reinforcement LearningFeb 2026
PyTorchFeb 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 1,791 companies in the same industries, whose stack Alion knows, that use each technology.

Azure59%
Python71%
Databricks32%
GCP47%
SQL60%
Power BI29%
AWS60%
Spark30%
LLM46%
Kubernetes42%

What sets Lingaro apart

React Router1%
LoRA4%
QLoRA2%
Sass4%
styled-components1%

Questions about the Lingaro tech stack

What programming languages does Lingaro use?

The languages named in Lingaro job postings are Python (62%), SQL (44%), TypeScript (13%), JavaScript (13%), Node JS (7%), as a share of the 71 postings of the last 12 months.

Does Lingaro use FastAPI?

Yes. FastAPI is named in 5 of 71 job postings (7%) and required in 5 of them.

What cloud and platforms does Lingaro use?

The cloud and platforms named in Lingaro job postings are Azure (54), Databricks (33), GCP (31) (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 (12), Azure (11), GCP (9), out of 19 postings in the last 12 months.

Is the Lingaro tech stack changing?

Yes. Speech Recognition, Voice Agents, DeepEval, LangSmith 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 71 postings of the last 12 months and were updated on Nov 13, 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 71 job postings", as of Nov 13, 2026. https://alion.io/company/lingaro/technologies

Licence: CC BY-SA 4.0JSON