WS Audiology tech stack
WS Audiology builds mostly with Python, C#, C++, SQL. Its stack also includes Azure, Power BI, Appium, Playwright. Azure is named in 25 of the 91 job postings WS Audiology published in the last 12 months (27%). Counted by Alion from the job postings of WS Audiology, updated Nov 11, 2026.
What programming languages does WS Audiology use?
Python is named in 21% of job postings at WS Audiology, followed by C# (16%), C++ (8%), SQL (8%).
Python
19 21%
C#
15 16%
C++
7 8%
SQL
7 8%
MATLAB
5 5%
PowerShell
5 5%
TypeScript
5 5%
JavaScript
5 5%
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What frameworks and libraries does WS Audiology use?
Appium is named in 4% of job postings at WS Audiology, followed by Playwright (3%), Selenium (3%), OpenTelemetry (3%).
Appium
4 4%
Playwright
3 3%
Selenium
3 3%
OpenTelemetry
3 3%
Angular
2 2%
NumPy
2 2%
OpenCV
2 2%
PyTorch
2 2%
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What databases does WS Audiology use?
Amazon Redshift is named in 1% of job postings at WS Audiology, followed by Azure SQL Database (1%), Google BigQuery (1%), MS SQL (1%).
Amazon Redshift
1 1%
Azure SQL Database
1 1%
Google BigQuery
1 1%
MS SQL
1 1%
Redis
1 1%
Snowflake
1 1%
Chroma
1 1%
What cloud and platforms does WS Audiology use?
Azure is named in 27% of job postings at WS Audiology, followed by Power BI (24%), Azure DevOps (12%), Kubernetes (10%).
Azure
25 27%
Power BI
22 24%
Azure DevOps
11 12%
Kubernetes
9 10%
.NET
6 7%
Databricks
4 4%
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What developer tools does WS Audiology use?
Microsoft Excel is named in 25% of job postings at WS Audiology, followed by Git (11%), Docker (7%), Terraform (7%).
Git
10 11%
Docker
6 7%
Terraform
6 7%
Rest API
5 5%
Prometheus
4 4%
Jenkins
3 3%
Pulumi
3 3%
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What AI and ML technologies does WS Audiology use?
LLM is named in 5% of job postings at WS Audiology, followed by ChatGPT (2%), Claude (1%), Gemini (1%).
Which engineering practices does WS Audiology ask for?
CI/CD is named in 31% of job postings at WS Audiology, followed by Platform Engineering (9%), AI Agents (7%), RAG (5%).
CI/CD
28 31%
Platform Engineering
8 9%
AI Agents
6 7%
RAG
5 5%
Clean Architecture
4 4%
Incident Management
4 4%
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What does each WS Audiology team work with?
The technologies each team's postings require most often, with the number of postings that require them.
Backend
9 postingsIndustrial Engineering
9 postingsFinance
8 postingsQA
8 postingsEnterprise Apps
6 postingsHow does your stack fit WS Audiology?
How is the WS Audiology 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 WS Audiology stack?
WS Audiology scores 83 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: 4; legacy ones: 0.
How common is the WS Audiology stack in its industry?
Share of the 42 companies in the same industries, whose stack Alion knows, that use each technology.
What sets WS Audiology apart
Companies with a stack like WS Audiology
Vertex Technologies
113 shared technologies
Zebra Technologies
113 shared technologies
Unison Group
115 shared technologies
Scotiabank
129 shared technologies
Fractal
124 shared technologies
NTT DATA Romania
109 shared technologies
Mphasis
119 shared technologies
Mercedes-Benz
129 shared technologies
Questions about the WS Audiology tech stack
What programming languages does WS Audiology use?
The languages named in WS Audiology job postings are Python (21%), C# (16%), C++ (8%), SQL (8%), MATLAB (5%), as a share of the 91 postings of the last 12 months.
Does WS Audiology use Appium?
Yes. Appium is named in 4 of 91 job postings (4%) and required in 4 of them.
What cloud and platforms does WS Audiology use?
The cloud and platforms named in WS Audiology job postings are Azure (25), Power BI (22), Azure DevOps (11) (postings in brackets).
What skills do you need for a Backend job at WS Audiology?
Backend postings at WS Audiology most often require C# (5), Azure (4), Kubernetes (4), .NET (3), out of 9 postings in the last 12 months.
Is the WS Audiology tech stack changing?
Yes. SolidWorks, Swift, SQL, Databricks first appeared in WS Audiology job postings in the last six months.
How modern is the WS Audiology tech stack?
WS Audiology scores 83 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: 4; legacy ones: 0.
How does Alion know the WS Audiology tech stack?
Alion reads every job posting WS Audiology publishes and tags the technologies each one names. The figures on this page count the 91 postings of the last 12 months and were updated on Nov 11, 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, "WS Audiology tech stack: 161 technologies from 91 job postings", as of Nov 11, 2026. https://alion.io/company/wsaudiology/technologies