SGS tech stack

SGS builds mostly with SQL, C#, Python, JavaScript. Its stack also includes Power BI, Azure, Angular, PostgreSQL. Power BI is named in 54 of the 310 job postings SGS published in the last 12 months (17%). Counted by Alion from the job postings of SGS, updated Sep 27, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 27, 2026
Technologies in use
176
Postings analysed
310
Open now
233
Modernity
81 /100
New in 6 months
8

What programming languages does SGS use?

SQL is named in 13% of job postings at SGS, followed by C# (10%), Python (9%), JavaScript (7%).

SQL 39 13% required in 92% · 29 open now · since Nov 2025
C# 31 10% required in 77% · 28 open now · since Dec 2022
Python 29 9% required in 83% · 23 open now · since Jan 2026
JavaScript 23 7% required in 52% · 20 open now · since Dec 2022
TypeScript 17 5% required in 47% · 14 open now · since Apr 2026
Java 16 5% required in 100% · 14 open now · since Jun 2024
PowerShell 5 2% required in 100% · 5 open now · since May 2026
PHP 4 1% required in 25% · 3 open now · since Jul 2026
Show all (18)
C++3
MATLAB3
Scala3
Go3
Bash2
Node JS2
Visual Basic2
SAS1
SPSS1
Rust1

What frameworks and libraries does SGS use?

Angular is named in 5% of job postings at SGS, followed by ASP.NET Core (2%), Spring Boot (1%), Blazor (1%).

Angular 14 5% required in 64% · 12 open now · since Apr 2026
ASP.NET Core 6 2% required in 100% · 6 open now · since Jun 2026
Spring Boot 4 1% required in 100% · 2 open now · since Apr 2026
Blazor 4 1% required in 25% · 3 open now · since Apr 2026
Xamarin 4 1% optional · 3 open now · since Apr 2026
Entity Framework Core 3 1% required in 100% · 3 open now · since Jun 2026
Spring Security 3 1% required in 100% · 2 open now · since Apr 2026
WPF 3 1% required in 100% · 3 open now · since Jun 2026
Show all (26)
JQuery2
PyTorch2
React.js2
Bootstrap1
Gradio1
LangChain1
LlamaIndex1
ONNX Runtime1
RxJS1
SGLang1
Scikit-learn1
Streamlit1
Supervision1
TensorFlow1
BoringSSL1
CUDA1
Vue.js1
WolfSSL1

What databases does SGS use?

PostgreSQL is named in 4% of job postings at SGS, followed by MySQL (3%), Snowflake (3%), Oracle (2%).

PostgreSQL 12 4% required in 100% · 11 open now · since Dec 2022
MySQL 9 3% required in 100% · 9 open now · since Dec 2022
Snowflake 8 3% required in 50% · 7 open now · since Jun 2026
Oracle 5 2% required in 100% · 4 open now · since Nov 2025
Azure SQL Database 4 1% required in 100% · 3 open now · since Apr 2026
ElasticSearch 1 <1% required in 100% · 1 open now · since May 2026
Pinecone 1 <1% required in 100% · 1 open now · since Apr 2026
Redis 1 <1% required in 100% · 1 open now · since May 2026
Show all (9)
Weaviate1

What cloud and platforms does SGS use?

Power BI is named in 17% of job postings at SGS, followed by Azure (15%), AWS (13%), Windows (11%).

Power BI 54 17% required in 81% · 40 open now · since Dec 2023
Azure 46 15% required in 80% · 41 open now · since Aug 2025
AWS 40 13% required in 95% · 29 open now · since Dec 2022
Windows 35 11% required in 91% · 29 open now · since Aug 2024
Azure DevOps 23 7% required in 83% · 20 open now · since Jan 2026
GCP 16 5% required in 94% · 9 open now · since Apr 2025
Active Directory 16 5% required in 75% · 15 open now · since Jan 2026
.NET 13 4% required in 92% · 11 open now · since Dec 2022
Show all (42)
VMWare9
Kubernetes9
Linux7
GitHub5
Apache Kafka4
GitHub Actions4
GitLab CI4
Microsoft Entra ID4
Windows Server4
Azure AKS3
Grafana3
OpenAI3
Anthropic2
Copilot Studio2
Microsoft Fabric2
SIEM2
Tableau2
AWS Bedrock1
Amazon SageMaker1
Burp Suite1
Crowdstrike1
Datadog1
Hugging Face1
Looker1
Microsoft Sentinel1
Ollama1
OpenShift1
RTOS1
Splunk1
Unix1
Vertex AI1
CUDA Toolkit1

And 2 more, each named in fewer postings.

What developer tools does SGS use?

Microsoft Excel is named in 17% of job postings at SGS, followed by AutoCAD (11%), Git (5%), Hyper-V (3%).

Microsoft Excel 54 17% required in 70% · 39 open now · since Dec 2023
AutoCAD 35 11% required in 97% · 25 open now · since Dec 2023
Git 14 5% required in 93% · 11 open now · since Jan 2026
Hyper-V 9 3% required in 100% · 9 open now · since Jul 2026
Adobe Photoshop 9 3% required in 67% · 6 open now · since Feb 2026
MQTT 8 3% required in 100% · 8 open now · since Sep 2026
OPC UA 8 3% required in 100% · 8 open now · since Sep 2026
Rest API 8 3% required in 100% · 7 open now · since Jan 2026
Show all (44)
Canva8
Docker7
Terraform5
Bicep4
Model Context Protocol4
Prometheus4
Azure Data Factory3
CAPA3
QGIS3
Adobe InDesign3
WordPress3
Adobe After Effects2
Agisoft Metashape2
Copilot2
Jaeger2
Jenkins2
Pix4D2
SolidWorks2
Adobe Illustrator1
Aider1
Ansible1
Chef1
Claude Code1
CloudFormation1
KVM1
Matter1
Maven1
Nagios1
Nessus1
Nmap1
PM21
Scapy1

And 4 more, each named in fewer postings.

What AI and ML technologies does SGS use?

DALL-E is named in 1% of job postings at SGS, followed by LLM (1%), Claude (<1%).

DALL-E 2 1% required in 100% · 1 open now · since Sep 2026
LLM 2 1% required in 100% · 2 open now · since May 2026
Claude 1 <1% required in 100% · since Jul 2026

Which engineering practices does SGS ask for?

CI/CD is named in 8% of job postings at SGS, followed by SLI/SLO/SLA (5%), Incident Management (2%), SOAP (2%).

CI/CD 25 8% required in 92% · 20 open now · since Apr 2026
SLI/SLO/SLA 15 5% required in 87% · 13 open now · since Jun 2025
Incident Management 7 2% required in 100% · 7 open now · since Nov 2025
SOAP 5 2% required in 100% · 3 open now · since Aug 2025
Master Data Management 4 1% required in 100% · 3 open now · since Jun 2025
VPN 4 1% required in 100% · 3 open now · since Jun 2026
DNS 3 1% required in 100% · 2 open now · since Jul 2026
Prompt Engineering 3 1% required in 100% · 2 open now · since Apr 2026
Show all (34)
TCP/IP3
Wi-Fi3
DHCP2
Dimensional Modeling2
ETL/ELT2
Machine Learning2
Model Distillation2
OCR2
RAG2
ISO 420012
A/B Testing1
AI Agents1
Agentic Workflows1
BGP1
Configuration Management1
Edge AI1
FinOps1
Fine-tuning1
LLMOps1
NLP1
PWA1
Platform Engineering1
Post-training1
Pre-training1
Red Teaming1
VLAN1

What does each SGS team work with?

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

Industrial Engineering

80 postings
AWS26
AutoCAD22
Windows14
Python10
C#8
Hyper-V8

Field & Service

38 postings
AutoCAD10
Power BI8
AWS6
Model Context Protocol4
Agisoft Metashape2
Pix4D2

Early Careers

16 postings
Microsoft Excel5
Adobe Photoshop3
Power BI3
Adobe After Effects2
AutoCAD2
Canva2

Backend

14 postings
SQL12
Azure7
C#7
Angular6
Git6
Java5

Analytics

14 postings
Power BI8
SQL5
Azure4
Python4
Anthropic2
Azure DevOps2

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How much does SGS pay by technology?

Median stated pay of the postings that name each technology, against the median of all SGS postings with stated pay: $75k across 40 postings.

TechnologyPostings with payMedianvs company median
Python14$88k+17%
SQL13$91k+21%
C#12$90k+19%
Active Directory12$88k+17%
Azure11$91k+21%
Windows10$102k+35%
VMWare9$88k+17%
Java8$103k+36%
PostgreSQL8$103k+36%
MySQL8$103k+36%

How is the SGS 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
MQTTSep 2026
OPC UASep 2026
Machine LearningSep 2026
DALL-ESep 2026
AnthropicSep 2026
Copilot StudioSep 2026
OpenAIAug 2026
OCRAug 2026
Rising
Active Directory0% → 7%
Python7% → 11%
Hyper-V0% → 4%
MySQL0% → 4%
VMWare0% → 4%
MQTT0% → 4%
OPC UA0% → 4%
Falling
Azure26% → 11%
CI/CD20% → 5%
TypeScript13% → 4%
Azure DevOps14% → 6%
JavaScript14% → 6%
SLI/SLO/SLA10% → 2%
Git10% → 2%
Angular11% → 3%

How modern is the SGS stack?

Cutting-edge AI adopter 81/100

SGS scores 81 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: 1.

How common is the SGS stack in its industry?

Share of the 2,037 companies in the same industries, whose stack Alion knows, that use each technology.

Power BI20%
Azure30%
AWS32%
SQL40%
Windows21%
C#18%
Python43%
Azure DevOps10%
JavaScript35%
TypeScript25%

What sets SGS apart

Azure SQL Database3%
Blazor1%
Xamarin0%
Azure AKS4%
Entity Framework Core3%
MATLAB3%
Scala3%
Spring Security1%
WPF1%

Questions about the SGS tech stack

What programming languages does SGS use?

The languages named in SGS job postings are SQL (13%), C# (10%), Python (9%), JavaScript (7%), TypeScript (5%), as a share of the 310 postings of the last 12 months.

Does SGS use Angular?

Yes. Angular is named in 14 of 310 job postings (5%) and required in 9 of them.

What cloud and platforms does SGS use?

The cloud and platforms named in SGS job postings are Power BI (54), Azure (46), AWS (40) (postings in brackets).

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

Industrial Engineering postings at SGS most often require AWS (26), AutoCAD (22), Windows (14), Python (10), out of 80 postings in the last 12 months.

Is the SGS tech stack changing?

Yes. MQTT, OPC UA, Machine Learning, DALL-E first appeared in SGS job postings in the last six months.

How modern is the SGS tech stack?

SGS scores 81 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: 1.

How does Alion know the SGS tech stack?

Alion reads every job posting SGS publishes and tags the technologies each one names. The figures on this page count the 310 postings of the last 12 months and were updated on Sep 27, 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, "SGS tech stack: 176 technologies from 310 job postings", as of Sep 27, 2026. https://alion.io/company/sgs/technologies

Licence: CC BY-SA 4.0JSON