Hatch IT tech stack

Hatch IT builds mostly with Python, SQL, JavaScript, TypeScript. Its stack also includes AWS, Azure, React.js, PostgreSQL. Python is named in 15 of the 30 job postings Hatch IT published in the last 12 months (50%). Counted by Alion from the job postings of Hatch IT, updated Sep 27, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 27, 2026
Technologies in use
145
Postings analysed
30
Open now
21
Modernity
76 /100
New in 6 months
8

What programming languages does Hatch IT use?

Python is named in 50% of job postings at Hatch IT, followed by SQL (27%), JavaScript (27%), TypeScript (20%).

Python 15 50% required in 93% · 10 open now · since Jun 2025
SQL 8 27% required in 88% · 6 open now · since Jun 2025
JavaScript 8 27% required in 63% · 5 open now · since May 2026
TypeScript 6 20% required in 67% · 5 open now · since Feb 2026
Java 3 10% required in 100% · 2 open now · since Jun 2026
Go 2 7% required in 100% · 2 open now · since Jun 2026
Kotlin 2 7% required in 100% · 1 open now · since Jul 2026
PowerShell 2 7% required in 100% · 1 open now · since Jun 2026
Show all (11)
Swift2
Node JS2
C#1

What frameworks and libraries does Hatch IT use?

React.js is named in 27% of job postings at Hatch IT, followed by Next.js (10%), Django (10%), Hadoop (10%).

React.js 8 27% required in 50% · 5 open now · since May 2026
Next.js 3 10% required in 67% · 1 open now · since May 2026
Django 3 10% required in 33% · 1 open now · since May 2026
Hadoop 3 10% optional · 3 open now · since Aug 2026
PyTorch 2 7% required in 100% · since Apr 2026
TensorFlow 2 7% required in 100% · 1 open now · since Apr 2026
Radix UI 2 7% required in 50% · 1 open now · since Jun 2026
Tailwind CSS 2 7% required in 50% · 1 open now · since Jun 2026
Show all (31)
pgvector2
shadcn/ui2
Angular1
CrewAI1
Dagster1
FastAPI1
LangChain1
LangGraph1
OpenCV1
Pytest1
SQLAlchemy1
Scikit-learn1
Vue.js1
XGBoost1
D3.js1
Express1
Knex.js1
PostGIS1
React Native1
Selenium1
Sequelize1
TypeORM1
visx1

What databases does Hatch IT use?

PostgreSQL is named in 20% of job postings at Hatch IT, followed by ElasticSearch (13%), Azure SQL Database (10%), Amazon Redshift (7%).

PostgreSQL 6 20% required in 33% · 4 open now · since May 2026
ElasticSearch 4 13% required in 75% · 3 open now · since Jun 2026
Azure SQL Database 3 10% required in 100% · 2 open now · since Jun 2026
Amazon Redshift 2 7% required in 100% · 2 open now · since Aug 2026
Azure Cosmos DB 2 7% required in 100% · 1 open now · since Jun 2026
BigQuery 2 7% required in 100% · 2 open now · since Aug 2026
Google BigQuery 2 7% required in 100% · 2 open now · since Aug 2026
MS SQL 2 7% required in 100% · 1 open now · since Jun 2026
Show all (12)
Redis2
Delta Lake1
MySQL1
OpenSearch1

What cloud and platforms does Hatch IT use?

AWS is named in 37% of job postings at Hatch IT, followed by Azure (33%), Kubernetes (30%), Spark (17%).

AWS 11 37% required in 55% · 9 open now · since Feb 2026
Azure 10 33% required in 80% · 9 open now · since Feb 2026
Kubernetes 9 30% required in 22% · 6 open now · since Feb 2026
Spark 5 17% required in 40% · 5 open now · since Aug 2026
GCP 5 17% required in 20% · 4 open now · since May 2026
Power BI 4 13% required in 25% · 4 open now · since Aug 2026
Tableau 4 13% required in 25% · 4 open now · since Aug 2026
Airflow 3 10% required in 100% · 3 open now · since Feb 2026
Show all (40)
Databricks3
Linux3
Datadog3
GitHub3
GitHub Actions3
OpenAI3
Azure DevOps2
Istio2
MLFlow2
SIEM2
Unix2
AWS Bedrock2
Anthropic2
Apache Kafka2
Looker2
Vertex AI2
Active Directory1
Amazon ECS1
Amazon EKS1
Amazon S31
Amazon SageMaker1
Figma1
Grafana1
Kibana1
QlikSense1
Windows1
Aqua Security1
Expo1
RabbitMQ1
SonarQube1
Twilio1
Vercel1

What developer tools does Hatch IT use?

Docker is named in 23% of job postings at Hatch IT, followed by Git (20%), Terraform (17%), Rest API (10%).

Docker 7 23% required in 86% · 5 open now · since Jun 2025
Git 6 20% required in 33% · 6 open now · since Feb 2026
Terraform 5 17% required in 40% · 3 open now · since May 2026
Rest API 3 10% required in 67% · 3 open now · since Feb 2026
WebSockets 3 10% optional · 2 open now · since May 2026
Talend 2 7% required in 100% · 2 open now · since Aug 2026
pySpark 2 7% required in 100% · 2 open now · since Aug 2026
Claude Code 1 3% required in 100% · 1 open now · since Jun 2026
Show all (20)
Cursor1
Fastlane1
Helm1
Jenkins1
Semantic Kernel1
TestFlight1
dbt1
gRPC1
GraphQL1
Microsoft Excel1
Model Context Protocol1
Nessus1

What AI and ML technologies does Hatch IT use?

LLM is named in 13% of job postings at Hatch IT.

LLM 4 13% required in 100% · 1 open now · since Apr 2026

Which engineering practices does Hatch IT ask for?

CI/CD is named in 37% of job postings at Hatch IT, followed by Machine Learning (17%), ETL/ELT (10%), Multimodal AI (10%).

CI/CD 11 37% required in 82% · 9 open now · since Jun 2025
Machine Learning 5 17% required in 100% · 3 open now · since Apr 2026
ETL/ELT 3 10% required in 100% · 3 open now · since Feb 2026
Multimodal AI 3 10% required in 100% · since Apr 2026
AI Agents 3 10% required in 67% · 2 open now · since Apr 2026
Anomaly Detection 2 7% required in 100% · 2 open now · since May 2026
Embeddings 2 7% required in 100% · since Apr 2026
NLP 2 7% required in 100% · 1 open now · since Jun 2026
Show all (29)
Quantization2
RAG2
Service Mesh2
Agentic Workflows1
Computer Vision1
Dimensional Modeling1
Edge AI1
Fine-tuning1
Hallucination1
Interpretability1
Knowledge Distillation1
Knowledge Graph1
LLM Guardrails1
MVI1
MVVM1
Semantic Search1
Semantic Search1
DNS1
Gitflow1
Prompt Engineering1
Time Series Forecasting1

What other technologies does Hatch IT use?

Ethereum is named in 3% of job postings at Hatch IT.

Ethereum 1 3% required in 100% · 1 open now · since May 2026

What does each Hatch IT team work with?

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

Backend

8 postings
Python4
TypeScript4
JavaScript3
AWS2
Docker2
ElasticSearch2

Data Science

7 postings
SQL6
Azure5
Python5
AWS3
Airflow3
Azure SQL Database3

AI/ML

3 postings
Python3
LLM2
PyTorch2

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How much does Hatch IT pay by technology?

Median stated pay of the postings that name each technology, against the median of all Hatch IT postings with stated pay: $170k across 14 postings.

TechnologyPostings with payMedianvs company median
Python7$195k+15%
AWS5$205k+21%
Kubernetes5$205k+21%

How is the Hatch IT 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
Amazon RedshiftAug 2026
BigQueryAug 2026
Google BigQueryAug 2026
TalendAug 2026
LookerAug 2026
Node JSAug 2026
HadoopAug 2026
Azure DevOpsAug 2026
Rising
Git0% → 29%
Spark0% → 29%
SQL9% → 35%
Power BI0% → 24%
Tableau0% → 24%
CI/CD18% → 41%
Azure18% → 41%
Databricks0% → 18%
Falling
Kubernetes55% → 12%
LLM27% → 6%
Terraform27% → 12%
PostgreSQL27% → 18%

How modern is the Hatch IT stack?

Cutting-edge AI adopter 76/100

Hatch IT scores 76 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 Hatch IT stack in its industry?

Share of the 849 companies in the same industries, whose stack Alion knows, that use each technology.

Python41%
AWS31%
Azure28%
Kubernetes23%
JavaScript35%
React.js21%
SQL40%
PostgreSQL25%
TypeScript25%
GCP20%

What sets Hatch IT apart

Airflow3%
Azure SQL Database2%
Django4%
Hadoop3%

Questions about the Hatch IT tech stack

What programming languages does Hatch IT use?

The languages named in Hatch IT job postings are Python (50%), SQL (27%), JavaScript (27%), TypeScript (20%), Java (10%), as a share of the 30 postings of the last 12 months.

Does Hatch IT use React.js?

Yes. React.js is named in 8 of 30 job postings (27%) and required in 4 of them.

What cloud and platforms does Hatch IT use?

The cloud and platforms named in Hatch IT job postings are AWS (11), Azure (10), Kubernetes (9) (postings in brackets).

What skills do you need for a Backend job at Hatch IT?

Backend postings at Hatch IT most often require Python (4), TypeScript (4), JavaScript (3), AWS (2), out of 8 postings in the last 12 months.

Is the Hatch IT tech stack changing?

Yes. Amazon Redshift, BigQuery, Google BigQuery, Talend first appeared in Hatch IT job postings in the last six months.

How modern is the Hatch IT tech stack?

Hatch IT scores 76 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 Hatch IT tech stack?

Alion reads every job posting Hatch IT 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 27, 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, "Hatch IT tech stack: 145 technologies from 30 job postings", as of Sep 27, 2026. https://alion.io/company/hatch-it/technologies

Licence: CC BY-SA 4.0JSON