Winning tech stack
Winning builds mostly with Python, SQL, C#. Its stack also includes Azure, AWS, Snowflake, LangChain. Python is named in 5 of the 7 job postings Winning published in the last 12 months (71%). Counted by Alion from the job postings of Winning, updated Oct 16, 2026.
What programming languages does Winning use?
Python is named in 71% of job postings at Winning, followed by SQL (71%), C# (14%).
What frameworks and libraries does Winning use?
LangChain is named in 14% of job postings at Winning, followed by LangGraph (14%).
What databases does Winning use?
Snowflake is named in 14% of job postings at Winning.
Snowflake
1 14%
What cloud and platforms does Winning use?
Azure is named in 57% of job postings at Winning, followed by AWS (43%), Amazon EC2 (29%), Amazon S3 (29%).
Azure
4 57%
AWS
3 43%
Amazon EC2
2 29%
Azure DevOps
2 29%
GitLab
2 29%
GitLab CI
2 29%
Grafana
2 29%
Show all (14)
What developer tools does Winning use?
Docker is named in 29% of job postings at Winning, followed by Prometheus (29%), Terraform (29%), Claude Code (14%).
Docker
2 29%
Prometheus
2 29%
Terraform
2 29%
Claude Code
1 14%
Copilot
1 14%
Cursor
1 14%
Semantic Kernel
1 14%
What AI and ML technologies does Winning use?
LLM is named in 14% of job postings at Winning.
LLM
1 14%
Which engineering practices does Winning ask for?
ETL/ELT is named in 43% of job postings at Winning, followed by CI/CD (43%), IAM (29%), DNS (29%).
CI/CD
3 43%
AI Agents
1 14%
Show all (12)
How does your stack fit Winning?
How modern is the Winning stack?
Winning scores 82 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: 1; legacy ones: 0.
How common is the Winning stack in its industry?
Share of the 104 companies in the same industries, whose stack Alion knows, that use each technology.
Companies with a stack like Winning
Questions about the Winning tech stack
What programming languages does Winning use?
The languages named in Winning job postings are Python (71%), SQL (71%), C# (14%), as a share of the 7 postings of the last 12 months.
Does Winning use Azure?
Yes. Azure is named in 4 of 7 job postings (57%) and required in 1 of them.
What cloud and platforms does Winning use?
The cloud and platforms named in Winning job postings are Azure (4), AWS (3), Amazon EC2 (2) (postings in brackets).
Is the Winning tech stack changing?
No new technology has appeared in Winning job postings in the last six months.
How modern is the Winning tech stack?
Winning scores 82 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: 1; legacy ones: 0.
How does Alion know the Winning tech stack?
Alion reads every job posting Winning publishes and tags the technologies each one names. The figures on this page count the 7 postings of the last 12 months and were updated on Oct 16, 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, "Winning tech stack: 41 technologies from 7 job postings", as of Oct 16, 2026. https://alion.io/company/winning-consulting/technologies