SOCOTEC
Testing, Inspection & Certification

SOCOTEC tech stack

SOCOTEC builds mostly with Python, SQL, JavaScript, Node JS. Its stack also includes AWS, Power BI, Hadoop, Delta Lake. AWS is named in 30 of the 132 job postings SOCOTEC published in the last 12 months (23%). Counted by Alion from the job postings of SOCOTEC, updated Nov 13, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 13, 2026
Technologies in use
100
Postings analysed
132
Open now
79
Modernity
80 /100
New in 6 months
8

What programming languages does SOCOTEC use?

Python is named in 16% of job postings at SOCOTEC, followed by SQL (11%), JavaScript (5%), Node JS (2%).

Python 21 16% required in 90% · 11 open now · since Mar 2026
SQL 14 11% required in 86% · 6 open now · since Jan 2025
JavaScript 7 5% required in 14% · 4 open now · since Nov 2025
Node JS 2 2% required in 100% · 2 open now · since Nov 2025
ABAP 1 1% required in 100% · 1 open now · since Sep 2026
Java 1 1% optional · since Jul 2026

What frameworks and libraries does SOCOTEC use?

Hadoop is named in 5% of job postings at SOCOTEC, followed by LangChain (4%), React.js (4%), Scikit-learn (4%).

Hadoop 6 5% required in 67% · 3 open now · since Jan 2025
LangChain 5 4% required in 100% · 4 open now · since Jul 2026
React.js 5 4% required in 100% · 4 open now · since Nov 2025
Scikit-learn 5 4% required in 80% · 2 open now · since Mar 2026
FastAPI 4 3% required in 100% · 3 open now · since Jul 2026
Django 3 2% required in 100% · 1 open now · since Aug 2026
LangGraph 3 2% required in 100% · 2 open now · since Aug 2026
NumPy 3 2% required in 100% · since Mar 2026
Show all (18)
Pandas3
PyTorch3
TensorFlow3
Vue.js2
Vuetify2
Django REST Framework1
Keras1
Matplotlib1
Pinia1
Seaborn1

What databases does SOCOTEC use?

Delta Lake is named in 4% of job postings at SOCOTEC, followed by Amazon Redshift (2%), Pinecone (2%), PostgreSQL (2%).

Delta Lake 5 4% required in 100% · 3 open now · since Jan 2025
Amazon Redshift 2 2% required in 100% · 2 open now · since Oct 2026
Pinecone 2 2% required in 100% · 1 open now · since Aug 2026
PostgreSQL 2 2% required in 100% · 2 open now · since Nov 2025
Snowflake 2 2% required in 100% · 1 open now · since Aug 2026
Weaviate 2 2% required in 100% · 1 open now · since Aug 2026
MS SQL 2 2% optional · 1 open now · since Oct 2026

What cloud and platforms does SOCOTEC use?

AWS is named in 23% of job postings at SOCOTEC, followed by Power BI (9%), GitLab (6%), Databricks (5%).

AWS 30 23% required in 90% · 19 open now · since Jan 2025
Power BI 12 9% required in 92% · 5 open now · since Jan 2025
GitLab 8 6% required in 100% · 6 open now · since Jan 2025
Databricks 7 5% required in 100% · 4 open now · since Aug 2026
Azure 7 5% required in 43% · 2 open now · since Mar 2026
AWS Lambda 6 5% required in 100% · 5 open now · since Jan 2025
Amazon S3 6 5% required in 100% · 5 open now · since Jan 2025
Apache Kafka 4 3% required in 100% · 3 open now · since Aug 2026
Show all (24)
GitHub4
OpenAI4
GCP4
Anthropic3
Spark3
AWS Bedrock2
GitHub Actions2
Active Directory1
Amazon CloudWatch1
Figma1
Kubernetes1
VMWare1
Windows1
Windows Server1
Azure DevOps1
Hugging Face1

What developer tools does SOCOTEC use?

AutoCAD is named in 27% of job postings at SOCOTEC, followed by Adobe InDesign (17%), Microsoft Excel (12%), Copilot (8%).

AutoCAD 36 27% required in 61% · 24 open now · since Nov 2025
Adobe InDesign 22 17% required in 14% · 12 open now · since May 2026
Microsoft Excel 16 12% required in 81% · 11 open now · since Jul 2026
Copilot 10 8% optional · 6 open now · since Sep 2026
Git 9 7% required in 100% · 7 open now · since Jan 2025
Adobe Photoshop 9 7% required in 67% · 3 open now · since Nov 2025
QGIS 7 5% required in 100% · 3 open now · since Nov 2025
Docker 5 4% required in 80% · 3 open now · since Aug 2026
Show all (16)
ANSYS3
Adobe Illustrator3
Rest API2
Ansible1
FortiGate1
Jupyter Notebook1
LoRaWAN1
Model Context Protocol1

What AI and ML technologies does SOCOTEC use?

LLM is named in 4% of job postings at SOCOTEC, followed by Claude (2%).

LLM 5 4% required in 100% · 3 open now · since Jun 2026
Claude 3 2% required in 100% · since Mar 2026

Which engineering practices does SOCOTEC ask for?

Machine Learning is named in 8% of job postings at SOCOTEC, followed by CI/CD (6%), RAG (5%), ETL/ELT (5%).

Machine Learning 10 8% required in 100% · 4 open now · since Jan 2025
CI/CD 8 6% required in 100% · 6 open now · since Jul 2026
RAG 7 5% required in 100% · 4 open now · since Mar 2026
ETL/ELT 7 5% required in 71% · 4 open now · since Jan 2025
NLP 5 4% required in 100% · 2 open now · since Mar 2026
Prompt Engineering 5 4% required in 100% · 2 open now · since Mar 2026
Computer Vision 4 3% required in 100% · 1 open now · since Mar 2026
AI Agents 3 2% required in 100% · 1 open now · since Mar 2026
Show all (27)
OCR3
Mixture of Experts2
Material Design2
BGP1
DNS1
Digital Twin1
GraphRAG1
MPLS1
Master Data Management1
Multimodal AI1
OSPF1
Plasma Etch1
Reranking1
VLAN1
VPN1
Wi-Fi1
A/B Testing1
Reinforcement Learning1
Transfer Learning1

What does each SOCOTEC team work with?

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

Industrial Engineering

24 postings
AutoCAD10
AWS6
Python4
ANSYS3

Management

14 postings
Adobe Photoshop6
QGIS6
AutoCAD3
AWS2

Field & Service

11 postings
AWS4
AutoCAD4

Data Science

9 postings
SQL8
AWS7
Databricks5
Delta Lake5
Git5
GitLab5

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How much does SOCOTEC pay by technology?

Median stated pay of the postings that name each technology, against the median of all SOCOTEC postings with stated pay: $61k across 49 postings.

TechnologyPostings with payMedianvs company median
AWS15$110k+81%
SQL10$67k+10%
Python10$49k−19%
Databricks5$140k+130%
Power BI5$56k−7%
LLM5$36k−40%

How is the SOCOTEC 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
ANSYSOct 2026
Amazon RedshiftOct 2026
MS SQLOct 2026
CopilotSep 2026
Apache KafkaAug 2026
AnthropicAug 2026
DjangoAug 2026
LangGraphAug 2026
Rising
AutoCAD13% → 29%
Copilot0% → 11%
Adobe InDesign13% → 20%
QGIS0% → 4%
ANSYS0% → 3%
Falling
AWS46% → 17%
Azure21% → 0%
Python29% → 12%
LangChain17% → 1%
RAG17% → 2%
Databricks17% → 3%
JavaScript17% → 3%
CI/CD17% → 4%
Not named for 6 months
NumPyMar 2026

How modern is the SOCOTEC stack?

Cutting-edge AI adopter 80/100

SOCOTEC scores 80 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: 2; legacy ones: 0.

How common is the SOCOTEC stack in its industry?

Share of the 408 companies in the same industries, whose stack Alion knows, that use each technology.

AWS19%
Python32%
SQL24%
Power BI18%
GitLab4%
Azure19%
Databricks4%
JavaScript22%
AWS Lambda2%
Amazon S35%

What sets SOCOTEC apart

GitLab4%
Databricks4%
AWS Lambda2%
Hadoop1%
Delta Lake0%
LangChain3%
Scikit-learn3%
OpenAI3%
Anthropic2%
Django4%

Questions about the SOCOTEC tech stack

What programming languages does SOCOTEC use?

The languages named in SOCOTEC job postings are Python (16%), SQL (11%), JavaScript (5%), Node JS (2%), ABAP (1%), as a share of the 132 postings of the last 12 months.

Does SOCOTEC use Hadoop?

Yes. Hadoop is named in 6 of 132 job postings (5%) and required in 4 of them.

What cloud and platforms does SOCOTEC use?

The cloud and platforms named in SOCOTEC job postings are AWS (30), Power BI (12), GitLab (8) (postings in brackets).

What skills do you need for a Industrial Engineering job at SOCOTEC?

Industrial Engineering postings at SOCOTEC most often require AutoCAD (10), AWS (6), Python (4), ANSYS (3), out of 24 postings in the last 12 months.

Is the SOCOTEC tech stack changing?

Yes. ANSYS, Amazon Redshift, MS SQL, Copilot first appeared in SOCOTEC job postings in the last six months.

How modern is the SOCOTEC tech stack?

SOCOTEC scores 80 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: 2; legacy ones: 0.

How does Alion know the SOCOTEC tech stack?

Alion reads every job posting SOCOTEC publishes and tags the technologies each one names. The figures on this page count the 132 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, "SOCOTEC tech stack: 100 technologies from 132 job postings", as of Nov 13, 2026. https://alion.io/company/socotec/technologies

Licence: CC BY-SA 4.0JSON