SCG tech stack
SCG builds mostly with SQL, Python, JavaScript, C#. Its stack also includes Power BI, Azure, MS SQL, MySQL. SQL is named in 14 of the 47 job postings SCG published in the last 12 months (30%). Counted by Alion from the job postings of SCG, updated Nov 13, 2026.
What programming languages does SCG use?
SQL is named in 30% of job postings at SCG, followed by Python (28%), JavaScript (13%), C# (4%).
C# 
What frameworks and libraries does SCG use?
NumPy is named in 4% of job postings at SCG, followed by Chi (2%), MSW (2%), OpenCV (2%).
MSW 
Show all (9)
What databases does SCG use?
MS SQL is named in 9% of job postings at SCG, followed by MySQL (6%), PostgreSQL (4%), Google BigQuery (2%).
SAP BW What cloud and platforms does SCG use?
Power BI is named in 23% of job postings at SCG, followed by Azure (9%), .NET (4%), GCP (4%).
Power BI
11 23%
Azure
4 9%
.NET
2 4%
GCP
2 4%
Kubernetes
2 4%
Microsoft Fabric
2 4%
Azure DevOps
2 4%
Show all (18)
What developer tools does SCG use?
AutoCAD is named in 13% of job postings at SCG, followed by Microsoft Excel (11%), OPC UA (9%), MQTT (6%).
AutoCAD
6 13%
OPC UA
4 9%
MQTT
3 6%
Adobe Photoshop
2 4%
Docker
2 4%
Rest API
2 4%
SolidWorks
2 4%
Show all (16)
What AI and ML technologies does SCG use?
LLM is named in 4% of job postings at SCG, followed by ChatGPT (2%), Claude (2%).
Which engineering practices does SCG ask for?
ETL/ELT is named in 11% of job postings at SCG, followed by Machine Learning (9%), CI/CD (6%), VLAN (6%).
CI/CD
3 6%
Anomaly Detection
2 4%
Computer Vision
2 4%
AI Agents
1 2%
Show all (18)
What does each SCG team work with?
The technologies each team's postings require most often, with the number of postings that require them.
Industrial Engineering
17 postingsData Science
7 postingsAnalytics
5 postingsHow does your stack fit SCG?
How modern is the SCG stack?
SCG scores 86 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 common is the SCG stack in its industry?
Share of the 2,035 companies in the same industries, whose stack Alion knows, that use each technology.
What sets SCG apart
Companies with a stack like SCG
Questions about the SCG tech stack
What programming languages does SCG use?
The languages named in SCG job postings are SQL (30%), Python (28%), JavaScript (13%), C# (4%), Node JS (4%), as a share of the 47 postings of the last 12 months.
Does SCG use NumPy?
Yes. NumPy is named in 2 of 47 job postings (4%) and required in 2 of them.
What cloud and platforms does SCG use?
The cloud and platforms named in SCG job postings are Power BI (11), Azure (4), .NET (2) (postings in brackets).
What skills do you need for a Industrial Engineering job at SCG?
Industrial Engineering postings at SCG most often require AutoCAD (6), SQL (4), Python (3), .NET (2), out of 17 postings in the last 12 months.
Is the SCG tech stack changing?
No new technology has appeared in SCG job postings in the last six months.
How modern is the SCG tech stack?
SCG scores 86 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 SCG tech stack?
Alion reads every job posting SCG publishes and tags the technologies each one names. The figures on this page count the 47 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, "SCG tech stack: 77 technologies from 47 job postings", as of Nov 13, 2026. https://alion.io/company/scg-com/technologies