Winton tech stack
Winton builds mostly with Python, C#, TypeScript, JavaScript. Its stack also includes AWS, Kubernetes, Angular, MS SQL. Python is named in 4 of the 6 job postings Winton published in the last 12 months (67%). Counted by Alion from the job postings of Winton, updated Oct 15, 2026.
What programming languages does Winton use?
Python is named in 67% of job postings at Winton, followed by C# (50%), TypeScript (50%), JavaScript (50%).
C# 
What frameworks and libraries does Winton use?
Angular is named in 50% of job postings at Winton, followed by Dask (33%), React.js (17%).
What databases does Winton use?
MS SQL is named in 33% of job postings at Winton, followed by PostgreSQL (33%).
MS SQL
2 33%
PostgreSQL
2 33%
What cloud and platforms does Winton use?
AWS is named in 67% of job postings at Winton, followed by Kubernetes (67%), Apache Kafka (50%), .NET (33%).
AWS
4 67%
Kubernetes
4 67%
Apache Kafka
3 50%
.NET
2 33%
GitHub
1 17%
GitHub Actions
1 17%
Spark
1 17%
What developer tools does Winton use?
Docker is named in 83% of job postings at Winton, followed by Claude Code (33%), Jenkins (17%).
Which engineering practices does Winton ask for?
CI/CD is named in 50% of job postings at Winton, followed by AI Agents (33%), Anomaly Detection (17%), ETL/ELT (17%).
CI/CD
3 50%
AI Agents
2 33%
Anomaly Detection
1 17%
SLI/SLO/SLA
1 17%
Time Series Forecasting
1 17%
What does each Winton team work with?
The technologies each team's postings require most often, with the number of postings that require them.
Backend
3 postingsHow does your stack fit Winton?
How is the Winton 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 Winton stack?
Winton scores 75 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: 0; legacy ones: 0.
How common is the Winton stack in its industry?
Share of the 439 companies in the same industries, whose stack Alion knows, that use each technology.
Companies with a stack like Winton
Questions about the Winton tech stack
What programming languages does Winton use?
The languages named in Winton job postings are Python (67%), C# (50%), TypeScript (50%), JavaScript (50%), C++ (17%), as a share of the 6 postings of the last 12 months.
Does Winton use Angular?
Yes. Angular is named in 3 of 6 job postings (50%) and required in 3 of them.
What cloud and platforms does Winton use?
The cloud and platforms named in Winton job postings are AWS (4), Kubernetes (4), Apache Kafka (3) (postings in brackets).
What skills do you need for a Backend job at Winton?
Backend postings at Winton most often require Angular (3), C# (3), .NET (2), Claude Code (2), out of 3 postings in the last 12 months.
Is the Winton tech stack changing?
Yes. Dask first appeared in Winton job postings in the last six months.
How modern is the Winton tech stack?
Winton scores 75 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: 0; legacy ones: 0.
How does Alion know the Winton tech stack?
Alion reads every job posting Winton publishes and tags the technologies each one names. The figures on this page count the 6 postings of the last 12 months and were updated on Oct 15, 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, "Winton tech stack: 27 technologies from 6 job postings", as of Oct 15, 2026. https://alion.io/company/winton-2/technologies