SGS tech stack
SGS builds mostly with SQL, Python, C#, JavaScript. Its stack also includes Power BI, AWS, Angular, PostgreSQL. Power BI is named in 95 of the 591 job postings SGS published in the last 12 months (16%). Counted by Alion from the job postings of SGS, updated Nov 10, 2026.
What programming languages does SGS use?
SQL is named in 10% of job postings at SGS, followed by Python (8%), C# (7%), JavaScript (6%).
SQL
60 10%
Python
45 8%
C#
44 7%
JavaScript
36 6%
TypeScript
27 5%
Java
19 3%
Node JS
8 1%
PowerShell
7 1%
Show all (20)
What frameworks and libraries does SGS use?
Angular is named in 3% of job postings at SGS, followed by ASP.NET Core (1%), React.js (1%), Vue.js (1%).
Show all (27)
What databases does SGS use?
PostgreSQL is named in 2% of job postings at SGS, followed by MySQL (2%), Snowflake (2%), Oracle (2%).
PostgreSQL
12 2%
MySQL
9 2%
Snowflake
9 2%
Oracle
9 2%
Azure SQL Database
5 1%
MS SQL
3 1%
ElasticSearch
1 <1%
Pinecone
1 <1%
Show all (10)
What cloud and platforms does SGS use?
Power BI is named in 16% of job postings at SGS, followed by AWS (10%), Azure (10%), Windows (10%).
Power BI
95 16%
AWS
61 10%
Azure
61 10%
Azure DevOps
34 6%
GCP
24 4%
.NET
22 4%
Show all (45)
And 5 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 (12%), LIMS (8%), Rest API (3%).
AutoCAD
71 12%
Rest API
18 3%
Git
16 3%
Docker
10 2%
Terraform
10 2%
Hyper-V
9 2%
Show all (49)
And 9 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%).
Which engineering practices does SGS ask for?
CI/CD is named in 6% of job postings at SGS, followed by GMP (4%), CAPA (4%), Prompt Engineering (3%).
CI/CD
37 6%
Prompt Engineering
17 3%
Incident Management
10 2%
Show all (59)
And 19 more, each named in fewer postings.
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
139 postingsField & Service
85 postingsAnalytics
45 postingsManagement
40 postingsFinance
36 postingsAdministrative
28 postingsHow does your stack fit SGS?
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: $60k across 106 postings.
| Technology | Postings with pay | Median | vs company median |
|---|---|---|---|
| Python | 19 | $88k | +46% |
| Windows | 18 | $60k | 0% |
| SQL | 16 | $89k | +48% |
| C# | 13 | $89k | +49% |
| Active Directory | 12 | $88k | +47% |
| Azure | 12 | $82k | +37% |
| Power BI | 11 | $50k | −16% |
| VMWare | 9 | $89k | +49% |
| Java | 8 | $102k | +71% |
| PostgreSQL | 8 | $102k | +71% |
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.
How modern is the SGS stack?
SGS 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: 3; legacy ones: 1.
How common is the SGS stack in its industry?
Share of the 353 companies in the same industries, whose stack Alion knows, that use each technology.
What sets SGS apart
Companies with a stack like SGS
Eurofins Scientific
152 shared technologies
Sanofi
146 shared technologies
Pfizer
128 shared technologies
The Coca-Cola Company
125 shared technologies
Danaher
153 shared technologies
Merck & Co.
163 shared technologies
Rockwell Automation
142 shared technologies
Bank of Montreal
136 shared technologies
Questions about the SGS tech stack
What programming languages does SGS use?
The languages named in SGS job postings are SQL (10%), Python (8%), C# (7%), JavaScript (6%), TypeScript (5%), as a share of the 591 postings of the last 12 months.
Does SGS use Angular?
Yes. Angular is named in 15 of 591 job postings (3%) and required in 10 of them.
What cloud and platforms does SGS use?
The cloud and platforms named in SGS job postings are Power BI (95), AWS (61), Azure (61) (postings in brackets).
What skills do you need for a Industrial Engineering job at SGS?
Industrial Engineering postings at SGS most often require AutoCAD (47), AWS (39), Windows (17), Power BI (10), out of 139 postings in the last 12 months.
Is the SGS tech stack changing?
Yes. GraphQL, PCR, Chromatography, Mass Spectrometry first appeared in SGS job postings in the last six months.
How modern is the SGS tech stack?
SGS 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: 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 591 postings of the last 12 months and were updated on Nov 10, 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: 213 technologies from 591 job postings", as of Nov 10, 2026. https://alion.io/company/sgs/technologies