China Iron & Steel Research Institute Group tech stack

China Iron & Steel Research Institute Group builds mostly with Python, C++, SQL, C#. Its stack also includes PyTorch, MySQL, PoC Library, RabbitMQ. Python is named in 15 of the 50 job postings China Iron & Steel Research Institute Group published in the last 12 months (30%). Counted by Alion from the job postings of China Iron & Steel Research Institute Group, updated Oct 18, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 18, 2026
Technologies in use
66
Postings analysed
50
Open now
50
Modernity
88 /100
New in 6 months
8

What programming languages does China Iron & Steel Research Institute Group use?

Python is named in 30% of job postings at China Iron & Steel Research Institute Group, followed by C++ (20%), SQL (18%), C# (16%).

Python 15 30% required in 100% · 15 open now · since Sep 2025
C++ 10 20% required in 100% · 10 open now · since Sep 2024
SQL 9 18% required in 100% · 9 open now · since May 2026
C# 8 16% required in 100% · 8 open now · since Sep 2024
Java 6 12% required in 83% · 6 open now · since May 2026
MATLAB 3 6% required in 100% · 3 open now · since Sep 2025
TypeScript 3 6% required in 100% · 3 open now · since Apr 2026
JavaScript 3 6% optional · 3 open now · since Apr 2026
Show all (10)
Node JS1
Scala1

What frameworks and libraries does China Iron & Steel Research Institute Group use?

PyTorch is named in 14% of job postings at China Iron & Steel Research Institute Group, followed by PoC Library (8%), TensorFlow (8%), NumPy (6%).

PyTorch 7 14% required in 86% · 7 open now · since May 2026
PoC Library 4 8% required in 100% · 4 open now · since May 2026
TensorFlow 4 8% required in 100% · 4 open now · since May 2026
NumPy 3 6% required in 100% · 3 open now · since May 2026
JQuery 2 4% required in 100% · 2 open now · since Apr 2026
Pandas 2 4% required in 100% · 2 open now · since May 2026
Scikit-learn 2 4% required in 100% · 2 open now · since May 2026
ASP.NET Core 1 2% required in 100% · 1 open now · since Jul 2026
Show all (17)
Ant Design1
Electron1
Element Plus1
Flink1
OpenCV1
Spring Cloud1
Transformers1
Vue.js1
React.js1

What databases does China Iron & Steel Research Institute Group use?

MySQL is named in 8% of job postings at China Iron & Steel Research Institute Group, followed by ElasticSearch (4%), Neo4j (4%), PostgreSQL (4%).

MySQL 4 8% required in 100% · 4 open now · since Jul 2026
ElasticSearch 2 4% required in 100% · 2 open now · since May 2026
Neo4j 2 4% required in 100% · 2 open now · since May 2026
PostgreSQL 2 4% required in 100% · 2 open now · since Sep 2026
Redis 2 4% required in 100% · 2 open now · since Sep 2026
ClickHouse 1 2% required in 100% · 1 open now · since May 2026

What cloud and platforms does China Iron & Steel Research Institute Group use?

RabbitMQ is named in 4% of job postings at China Iron & Steel Research Institute Group, followed by Windows Server (4%), Spark (4%), .NET (2%).

RabbitMQ 2 4% required in 100% · 2 open now · since Sep 2026
Windows Server 2 4% required in 100% · 2 open now · since Sep 2026
Spark 2 4% required in 50% · 2 open now · since May 2026
.NET 1 2% required in 100% · 1 open now · since Aug 2026
Apache Kafka 1 2% required in 100% · 1 open now · since May 2026
Grafana 1 2% required in 100% · 1 open now · since May 2026
Hugging Face 1 2% required in 100% · 1 open now · since May 2026
Kubeflow 1 2% required in 100% · 1 open now · since May 2026
Show all (10)
Kubernetes1
Linux1

What developer tools does China Iron & Steel Research Institute Group use?

SolidWorks is named in 8% of job postings at China Iron & Steel Research Institute Group, followed by AutoCAD (4%), MMDetection (4%), Docker (2%).

SolidWorks 4 8% required in 100% · 4 open now · since Mar 2026
AutoCAD 2 4% required in 100% · 2 open now · since Aug 2026
MMDetection 2 4% required in 100% · 2 open now · since May 2026
Docker 1 2% required in 100% · 1 open now · since May 2026
MQTT 1 2% required in 100% · 1 open now · since May 2026
ONNX 1 2% required in 100% · 1 open now · since May 2026
OPC UA 1 2% required in 100% · 1 open now · since May 2026
Prometheus 1 2% required in 100% · 1 open now · since May 2026
Show all (14)
Rest API1
SLURM1
TensorRT1
Vite1
Webpack1
pySpark1

What AI and ML technologies does China Iron & Steel Research Institute Group use?

LLM is named in 8% of job postings at China Iron & Steel Research Institute Group, followed by VLM (4%), YOLO (4%).

LLM 4 8% required in 100% · 4 open now · since May 2026
VLM 2 4% required in 100% · 2 open now · since May 2026
YOLO 2 4% required in 100% · 2 open now · since May 2026

Which engineering practices does China Iron & Steel Research Institute Group ask for?

LLMOps is named in 6% of job postings at China Iron & Steel Research Institute Group, followed by RAG (6%), CI/CD (4%), OCR (4%).

LLMOps 3 6% required in 100% · 3 open now · since May 2026
RAG 3 6% required in 100% · 3 open now · since May 2026
CI/CD 2 4% required in 100% · 2 open now · since May 2026
OCR 2 4% required in 100% · 2 open now · since May 2026
ETL/ELT 1 2% required in 100% · 1 open now · since Aug 2026
NLP 1 2% required in 100% · 1 open now · since May 2026

What does each China Iron & Steel Research Institute Group team work with?

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

AI/ML

19 postings
Python10
PyTorch5
C++3
LLM3
NumPy3
PoC Library3

Industrial Engineering

11 postings
C#4
C++4
SolidWorks4
MySQL3
AutoCAD2
Python2

Backend

6 postings
C#3
Java2
PostgreSQL2
RabbitMQ2

DevOps

4 postings
SQL2
Windows Server2

Data Science

4 postings
Java2
Python2

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How is the China Iron & Steel Research Institute Group 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
PostgreSQLSep 2026
RabbitMQSep 2026
RedisSep 2026
Windows ServerSep 2026
AutoCADAug 2026
MySQLJul 2026
SQLMay 2026
PyTorchMay 2026
Rising
C#0% → 26%
MySQL0% → 15%
C++10% → 22%
SolidWorks0% → 11%
Falling
Python55% → 11%
PoC Library20% → 0%
PyTorch25% → 7%
LLMOps15% → 0%
RAG15% → 0%
LLM15% → 4%
TensorFlow15% → 4%

How modern is the China Iron & Steel Research Institute Group stack?

Cutting-edge AI adopter 88/100

China Iron & Steel Research Institute Group scores 88 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: 3; legacy ones: 0.

Questions about the China Iron & Steel Research Institute Group tech stack

What programming languages does China Iron & Steel Research Institute Group use?

The languages named in China Iron & Steel Research Institute Group job postings are Python (30%), C++ (20%), SQL (18%), C# (16%), Java (12%), as a share of the 50 postings of the last 12 months.

Does China Iron & Steel Research Institute Group use PyTorch?

Yes. PyTorch is named in 7 of 50 job postings (14%) and required in 6 of them.

What cloud and platforms does China Iron & Steel Research Institute Group use?

The cloud and platforms named in China Iron & Steel Research Institute Group job postings are RabbitMQ (2), Windows Server (2), Spark (2) (postings in brackets).

What skills do you need for a AI/ML job at China Iron & Steel Research Institute Group?

AI/ML postings at China Iron & Steel Research Institute Group most often require Python (10), PyTorch (5), C++ (3), LLM (3), out of 19 postings in the last 12 months.

Is the China Iron & Steel Research Institute Group tech stack changing?

Yes. PostgreSQL, RabbitMQ, Redis, Windows Server first appeared in China Iron & Steel Research Institute Group job postings in the last six months.

How modern is the China Iron & Steel Research Institute Group tech stack?

China Iron & Steel Research Institute Group scores 88 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: 3; legacy ones: 0.

How does Alion know the China Iron & Steel Research Institute Group tech stack?

Alion reads every job posting China Iron & Steel Research Institute Group publishes and tags the technologies each one names. The figures on this page count the 50 postings of the last 12 months and were updated on Oct 18, 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, "China Iron & Steel Research Institute Group tech stack: 66 technologies from 50 job postings", as of Oct 18, 2026. https://alion.io/company/cisri-com-cn/technologies

Licence: CC BY-SA 4.0JSON