mlssoccer tech stack

mlssoccer builds mostly with Python, SQL, C#, JavaScript. Its stack also includes AWS, Power BI, Snowflake. Python is named in 5 of the 7 job postings mlssoccer published in the last 12 months (71%). Counted by Alion from the job postings of mlssoccer, updated Oct 13, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 13, 2026
Technologies in use
37
Postings analysed
7
Open now
4
Modernity
75 /100

What programming languages does mlssoccer use?

Python is named in 71% of job postings at mlssoccer, followed by SQL (43%), C# (14%), JavaScript (14%).

Python 5 71% required in 100% · 3 open now · since Aug 2026
SQL 3 43% required in 100% · 3 open now · since Aug 2026
C# 1 14% required in 100% · since Aug 2026
JavaScript 1 14% required in 100% · since Aug 2026
Ruby 1 14% required in 100% · since Aug 2026
TypeScript 1 14% required in 100% · since Aug 2026

What databases does mlssoccer use?

Snowflake is named in 14% of job postings at mlssoccer.

Snowflake 1 14% optional · 1 open now · since Sep 2026

What cloud and platforms does mlssoccer use?

AWS is named in 43% of job postings at mlssoccer, followed by Power BI (29%), Tableau (29%), Azure (29%).

AWS 3 43% required in 33% · 1 open now · since Aug 2026
Power BI 2 29% required in 100% · 2 open now · since Aug 2026
Tableau 2 29% required in 100% · 2 open now · since Aug 2026
Azure 2 29% required in 50% · since Aug 2026
GCP 2 29% required in 50% · since Aug 2026
Kubernetes 1 14% required in 100% · since Aug 2026
SIEM 1 14% required in 100% · since Aug 2026
Databricks 1 14% optional · 1 open now · since Sep 2026

What developer tools does mlssoccer use?

Microsoft Excel is named in 29% of job postings at mlssoccer, followed by Git (14%).

Microsoft Excel 2 29% required in 100% · 1 open now · since Sep 2026
Git 1 14% required in 100% · since Aug 2026

What AI and ML technologies does mlssoccer use?

LLM is named in 14% of job postings at mlssoccer.

LLM 1 14% required in 100% · 1 open now · since Sep 2026

Which engineering practices does mlssoccer ask for?

Machine Learning is named in 29% of job postings at mlssoccer, followed by IAM (29%), BGP (14%), CI/CD (14%).

Machine Learning 2 29% required in 100% · 2 open now · since Aug 2026
IAM 2 29% required in 50% · since Aug 2026
BGP 1 14% required in 100% · since Aug 2026
CI/CD 1 14% required in 100% · since Aug 2026
DNS 1 14% required in 100% · since Aug 2026
Embeddings 1 14% required in 100% · 1 open now · since Sep 2026
Hybrid Search 1 14% required in 100% · 1 open now · since Sep 2026
Knowledge Graph 1 14% required in 100% · 1 open now · since Sep 2026
Show all (19)
LLM Guardrails1
RAG1
Structured Outputs1
Tokenization1
VPN1
AI Agents1
Computer Vision1
DHCP1
Feature Store1
TCP/IP1
Wi-Fi1

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How modern is the mlssoccer stack?

Cutting-edge AI adopter 75/100

mlssoccer 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: 1; legacy ones: 0.

How common is the mlssoccer stack in its industry?

Share of the 160 companies in the same industries, whose stack Alion knows, that use each technology.

Python26%
AWS19%
SQL31%
Azure14%
GCP13%
Power BI14%
Tableau13%
C#6%
Databricks4%
JavaScript23%

Questions about the mlssoccer tech stack

What programming languages does mlssoccer use?

The languages named in mlssoccer job postings are Python (71%), SQL (43%), C# (14%), JavaScript (14%), Ruby (14%), as a share of the 7 postings of the last 12 months.

Does mlssoccer use AWS?

Yes. AWS is named in 3 of 7 job postings (43%) and required in 1 of them.

What cloud and platforms does mlssoccer use?

The cloud and platforms named in mlssoccer job postings are AWS (3), Power BI (2), Tableau (2) (postings in brackets).

Is the mlssoccer tech stack changing?

No new technology has appeared in mlssoccer job postings in the last six months.

How modern is the mlssoccer tech stack?

mlssoccer 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: 1; legacy ones: 0.

How does Alion know the mlssoccer tech stack?

Alion reads every job posting mlssoccer 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 13, 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, "mlssoccer tech stack: 37 technologies from 7 job postings", as of Oct 13, 2026. https://alion.io/company/mlssoccer/technologies

Licence: CC BY-SA 4.0JSON