Netbell tech stack

Netbell builds mostly with SQL, Python, Bash, Java. Its stack also includes Apache Kafka, Kubernetes, Hadoop, LangChain. Apache Kafka is named in 10 of the 15 job postings Netbell published in the last 12 months (67%). Counted by Alion from the job postings of Netbell, updated Oct 1, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 1, 2026
Technologies in use
59
Postings analysed
15
Open now
9
Modernity
76 /100

What programming languages does Netbell use?

SQL is named in 40% of job postings at Netbell, followed by Python (40%), Bash (13%), Java (7%).

SQL 6 40% required in 83% · 4 open now · since Sep 2026
Python 6 40% required in 67% · 3 open now · since Sep 2026
Bash 2 13% optional · 1 open now · since Sep 2026
Java 1 7% optional · 1 open now · since Sep 2026

What frameworks and libraries does Netbell use?

Hadoop is named in 33% of job postings at Netbell, followed by LangChain (27%), LangGraph (27%), Keras (13%).

Hadoop 5 33% required in 100% · 3 open now · since Sep 2026
LangChain 4 27% required in 100% · 2 open now · since Sep 2026
LangGraph 4 27% required in 100% · 2 open now · since Sep 2026
Keras 2 13% required in 100% · 1 open now · since Sep 2026
Matplotlib 2 13% required in 100% · 1 open now · since Sep 2026
NumPy 2 13% required in 100% · 1 open now · since Sep 2026
PyTorch 2 13% required in 100% · 1 open now · since Sep 2026
SciPy 2 13% required in 100% · 1 open now · since Sep 2026
Show all (13)
Scikit-learn2
Seaborn2
TensorFlow2
FastAPI1
Haystack1

What databases does Netbell use?

PostgreSQL is named in 20% of job postings at Netbell, followed by ClickHouse (13%), OpenSearch (13%), Redis (13%).

PostgreSQL 3 20% required in 100% · 1 open now · since Sep 2026
ClickHouse 2 13% required in 100% · 1 open now · since Sep 2026
OpenSearch 2 13% required in 100% · 1 open now · since Sep 2026
Redis 2 13% required in 100% · 1 open now · since Sep 2026

What cloud and platforms does Netbell use?

Apache Kafka is named in 67% of job postings at Netbell, followed by Kubernetes (40%), Grafana (27%), OpenShift (27%).

Apache Kafka 10 67% required in 90% · 7 open now · since Sep 2026
Kubernetes 6 40% required in 83% · 4 open now · since Sep 2026
Grafana 4 27% required in 75% · 3 open now · since Sep 2026
OpenShift 4 27% required in 75% · 3 open now · since Sep 2026
Figma 3 20% required in 100% · 2 open now · since Sep 2026
RabbitMQ 3 20% required in 100% · 2 open now · since Sep 2026
Langfuse 2 13% required in 100% · 1 open now · since Sep 2026
GitLab CI 2 13% optional · 1 open now · since Sep 2026
Show all (12)
Linux2
TeamCity2
Amazon S31
Postman1

What developer tools does Netbell use?

Rest API is named in 27% of job postings at Netbell, followed by Docker (27%), Git (27%), Langflow (20%).

Rest API 4 27% required in 100% · 3 open now · since Sep 2026
Docker 4 27% required in 50% · 2 open now · since Sep 2026
Git 4 27% required in 50% · 2 open now · since Sep 2026
Langflow 3 20% required in 100% · 2 open now · since Sep 2026
Prometheus 3 20% required in 100% · 2 open now · since Sep 2026
Alertmanager 2 13% required in 100% · 1 open now · since Sep 2026
Ansible 2 13% required in 100% · 1 open now · since Sep 2026
Helm 2 13% required in 100% · 1 open now · since Sep 2026
Show all (14)
Terraform2
ArgoCD2
Jenkins2
SoapUI1
Swagger1
AgentOps1

What AI and ML technologies does Netbell use?

LLM is named in 60% of job postings at Netbell.

LLM 9 60% required in 78% · 5 open now · since Sep 2026

Which engineering practices does Netbell ask for?

RAG is named in 53% of job postings at Netbell, followed by AI Agents (27%), CI/CD (27%), NLP (20%).

RAG 8 53% required in 75% · 4 open now · since Sep 2026
AI Agents 4 27% required in 100% · 2 open now · since Sep 2026
CI/CD 4 27% required in 100% · 3 open now · since Sep 2026
NLP 3 20% required in 100% · 2 open now · since Sep 2026
Context Engineering 2 13% required in 100% · 1 open now · since Sep 2026
GitOps 2 13% required in 100% · 1 open now · since Sep 2026
Reinforcement Learning 2 13% required in 100% · 1 open now · since Sep 2026
Agentic Workflows 1 7% required in 100% · since Sep 2026
Show all (11)
ETL/ELT1
Fine-tuning1
Machine Learning1

What does each Netbell team work with?

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

Data Science

4 postings
Git2
Hadoop2
Keras2
LLM2
Matplotlib2
NumPy2

AI/ML

3 postings
Apache Kafka3
LLM3
LangChain3
LangGraph3
Langflow3
Hadoop2

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How modern is the Netbell stack?

Cutting-edge AI adopter 76/100

Netbell 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.

Questions about the Netbell tech stack

What programming languages does Netbell use?

The languages named in Netbell job postings are SQL (40%), Python (40%), Bash (13%), Java (7%), as a share of the 15 postings of the last 12 months.

Does Netbell use Hadoop?

Yes. Hadoop is named in 5 of 15 job postings (33%) and required in 5 of them.

What cloud and platforms does Netbell use?

The cloud and platforms named in Netbell job postings are Apache Kafka (10), Kubernetes (6), Grafana (4) (postings in brackets).

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

Data Science postings at Netbell most often require Git (2), Hadoop (2), Keras (2), LLM (2), out of 4 postings in the last 12 months.

Is the Netbell tech stack changing?

No new technology has appeared in Netbell job postings in the last six months.

How modern is the Netbell tech stack?

Netbell 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 Netbell tech stack?

Alion reads every job posting Netbell publishes and tags the technologies each one names. The figures on this page count the 15 postings of the last 12 months and were updated on Oct 1, 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, "Netbell tech stack: 59 technologies from 15 job postings", as of Oct 1, 2026. https://alion.io/company/netbell/technologies

Licence: CC BY-SA 4.0JSON