NetBrain tech stack

NetBrain builds mostly with Python, C#, C++, Java. Its stack also includes AWS, Azure, AutoGen, LangChain. Python is named in 13 of the 29 job postings NetBrain published in the last 12 months (45%). Counted by Alion from the job postings of NetBrain, updated Oct 1, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 1, 2026
Technologies in use
108
Postings analysed
29
Open now
26
Modernity
82 /100
New in 6 months
8

What programming languages does NetBrain use?

Python is named in 45% of job postings at NetBrain, followed by C# (14%), C++ (14%), Java (7%).

Python 13 45% required in 100% · 11 open now · since Mar 2026
C# 4 14% required in 100% · 2 open now · since Apr 2026
C++ 4 14% required in 100% · 2 open now · since Apr 2026
Java 2 7% required in 100% · 2 open now · since Mar 2026
JavaScript 2 7% required in 50% · 2 open now · since May 2026
Apex 1 3% required in 100% · 1 open now · since Aug 2026
Node JS 1 3% required in 100% · 1 open now · since May 2026
Perl 1 3% required in 100% · 1 open now · since Mar 2026
Show all (12)
PowerShell1
Ruby1
SQL1
TypeScript1

What frameworks and libraries does NetBrain use?

AutoGen is named in 14% of job postings at NetBrain, followed by LangChain (14%), LangGraph (14%), LlamaIndex (14%).

AutoGen 4 14% required in 100% · 2 open now · since Apr 2026
LangChain 4 14% required in 100% · 2 open now · since Apr 2026
LangGraph 4 14% required in 100% · 2 open now · since Apr 2026
LlamaIndex 4 14% required in 100% · 2 open now · since Apr 2026
ASP.NET Core 1 3% required in 100% · 1 open now · since Sep 2026
Lightning Web Components 1 3% required in 100% · 1 open now · since Aug 2026
Ray 1 3% required in 100% · 1 open now · since Apr 2026
Selenium 1 3% required in 100% · 1 open now · since Apr 2026
Show all (10)
Angular1
React.js1

What databases does NetBrain use?

PostgreSQL is named in 7% of job postings at NetBrain, followed by BigQuery (3%), Google BigQuery (3%), MySQL (3%).

PostgreSQL 2 7% required in 100% · 2 open now · since Apr 2026
BigQuery 1 3% required in 100% · 1 open now · since Sep 2026
Google BigQuery 1 3% required in 100% · 1 open now · since Sep 2026
MySQL 1 3% required in 100% · 1 open now · since Apr 2026
Snowflake 1 3% required in 100% · 1 open now · since Sep 2026

What cloud and platforms does NetBrain use?

AWS is named in 38% of job postings at NetBrain, followed by Azure (21%), GCP (17%), Amazon CloudWatch (7%).

AWS 11 38% required in 91% · 10 open now · since Mar 2026
Azure 6 21% required in 83% · 5 open now · since Apr 2026
GCP 5 17% required in 100% · 4 open now · since Apr 2026
Amazon CloudWatch 2 7% required in 100% · 2 open now · since Apr 2026
Apache Kafka 2 7% required in 100% · 2 open now · since Sep 2026
GitHub Actions 2 7% required in 100% · 2 open now · since Mar 2026
Kubernetes 2 7% required in 100% · 2 open now · since Sep 2026
RabbitMQ 2 7% required in 100% · 2 open now · since Sep 2026
Show all (22)
VMWare2
LangSmith2
AWS Lambda1
AWS WAF1
Amazon S31
Datadog1
Dynatrace1
Grafana1
Looker1
Postman1
SonarQube1
Tableau1
Agentforce1
Splunk1

What developer tools does NetBrain use?

Terraform is named in 24% of job postings at NetBrain, followed by Model Context Protocol (14%), Ansible (14%), CloudFormation (10%).

Terraform 7 24% required in 86% · 6 open now · since Apr 2026
Model Context Protocol 4 14% required in 100% · 2 open now · since Apr 2026
Ansible 4 14% required in 50% · 4 open now · since Mar 2026
CloudFormation 3 10% required in 100% · 3 open now · since Apr 2026
Jenkins 3 10% required in 100% · 3 open now · since Mar 2026
Rest API 3 10% required in 67% · 3 open now · since Apr 2026
AWS CDK 1 3% required in 100% · 1 open now · since Apr 2026
Copilot 1 3% required in 100% · 1 open now · since Sep 2026
Show all (18)
Git1
Hyper-V1
Microsoft Excel1
Mypy1
Prometheus1
dbt1
flake81
pylint1
Chef1
Puppet1

What AI and ML technologies does NetBrain use?

LLM is named in 21% of job postings at NetBrain, followed by LoRA (7%), PEFT (7%), Claude (3%).

LLM 6 21% required in 67% · 4 open now · since Apr 2026
LoRA 2 7% required in 100% · 2 open now · since Sep 2026
PEFT 2 7% optional · 2 open now · since Sep 2026
Claude 1 3% required in 100% · 1 open now · since Sep 2026
ChatGPT 1 3% optional · 1 open now · since Sep 2026

Which engineering practices does NetBrain ask for?

AI Agents is named in 28% of job postings at NetBrain, followed by CI/CD (21%), GraphRAG (14%), Human-in-the-Loop (14%).

AI Agents 8 28% required in 88% · 8 open now · since Mar 2026
CI/CD 6 21% required in 83% · 6 open now · since Mar 2026
GraphRAG 4 14% required in 100% · 2 open now · since Apr 2026
Human-in-the-Loop 4 14% required in 100% · 2 open now · since Apr 2026
Knowledge Graph 4 14% required in 100% · 2 open now · since Apr 2026
LLM Guardrails 4 14% required in 100% · 2 open now · since Apr 2026
RAG 4 14% required in 100% · 2 open now · since Apr 2026
SLI/SLO/SLA 4 14% required in 100% · 4 open now · since Sep 2026
Show all (36)
Embeddings4
Reranking4
IAM3
Function Calling3
Machine Learning3
Tool Use3
BGP2
DPO2
Digital Twin2
Fine-tuning2
Hallucination2
Incident Management2
MPLS2
OSPF2
Platform Engineering2
Post-training2
RLHF2
SFT2
Structured Outputs2
Twelve-Factor App2
Hybrid Search2
Configuration Management1
DNS1
ETL/ELT1
Progressive Delivery1
TCP/IP1
Agentic Workflows1
Time Series Forecasting1

What does each NetBrain team work with?

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

Networking

6 postings
Python5
AWS2
Ansible2
Azure2
GCP2

Backend

4 postings
AWS3
Apache Kafka2
C#2
CloudFormation2
Kubernetes2
RabbitMQ2

AI/ML

4 postings
AutoGen4
LLM4
LangChain4
LangGraph4
LlamaIndex4
Model Context Protocol4

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How is the NetBrain 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
DPOSep 2026
Fine-tuningSep 2026
HallucinationSep 2026
LoRASep 2026
Post-trainingSep 2026
RLHFSep 2026
SFTSep 2026
Structured OutputsSep 2026

How modern is the NetBrain stack?

Cutting-edge AI adopter 82/100

NetBrain scores 82 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: 5; legacy ones: 0.

How common is the NetBrain stack in its industry?

Share of the 55 companies in the same industries, whose stack Alion knows, that use each technology.

Python16%
AWS15%
Azure15%
LLM7%
GCP11%
AutoGen2%
C#5%
C++5%
LangChain5%
LangGraph4%

What sets NetBrain apart

AutoGen2%
LangGraph4%
LlamaIndex4%

Questions about the NetBrain tech stack

What programming languages does NetBrain use?

The languages named in NetBrain job postings are Python (45%), C# (14%), C++ (14%), Java (7%), JavaScript (7%), as a share of the 29 postings of the last 12 months.

Does NetBrain use AutoGen?

Yes. AutoGen is named in 4 of 29 job postings (14%) and required in 4 of them.

What cloud and platforms does NetBrain use?

The cloud and platforms named in NetBrain job postings are AWS (11), Azure (6), GCP (5) (postings in brackets).

What skills do you need for a Networking job at NetBrain?

Networking postings at NetBrain most often require Python (5), AWS (2), Ansible (2), Azure (2), out of 6 postings in the last 12 months.

Is the NetBrain tech stack changing?

Yes. DPO, Fine-tuning, Hallucination, LoRA first appeared in NetBrain job postings in the last six months.

How modern is the NetBrain tech stack?

NetBrain scores 82 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: 5; legacy ones: 0.

How does Alion know the NetBrain tech stack?

Alion reads every job posting NetBrain publishes and tags the technologies each one names. The figures on this page count the 29 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, "NetBrain tech stack: 108 technologies from 29 job postings", as of Oct 1, 2026. https://alion.io/company/netbrain-2/technologies

Licence: CC BY-SA 4.0JSON