M-League tech stack
M-League builds mostly with Python, SQL, Go, JavaScript. Its stack also includes Spark, Apache Kafka, Google BigQuery, BigQuery. Python is named in 4 of the 5 job postings M-League published in the last 12 months (80%). Counted by Alion from the job postings of M-League, updated Oct 12, 2026.
What programming languages does M-League use?
Python is named in 80% of job postings at M-League, followed by SQL (60%), Go (20%), JavaScript (20%).
What frameworks and libraries does M-League use?
FastAPI is named in 20% of job postings at M-League, followed by Flask (20%), LangGraph (20%), OpenAI Agents SDK (20%).
FastAPI
1 20%
Flask
1 20%
LangGraph
1 20%
React.js
1 20%
Spring Boot
1 20%
Flink
1 20%
LangChain
1 20%
Show all (9)
What databases does M-League use?
Google BigQuery is named in 60% of job postings at M-League, followed by BigQuery (20%), ClickHouse (20%), PostgreSQL (20%).
Google BigQuery
3 60%
BigQuery
1 20%
ClickHouse
1 20%
PostgreSQL
1 20%
Snowflake
1 20%
Cassandra
1 20%
Google Bigtable
1 20%
Redis
1 20%
Show all (9)
What cloud and platforms does M-League use?
Spark is named in 80% of job postings at M-League, followed by Apache Kafka (60%), GCP (60%), Databricks (40%).
Spark
4 80%
Apache Kafka
3 60%
GCP
3 60%
Databricks
2 40%
Google Cloud Run
2 40%
Figma
1 20%
Kubernetes
1 20%
What developer tools does M-League use?
Claude Code is named in 60% of job postings at M-League, followed by Cursor (60%), Model Context Protocol (60%), Copilot (40%).
Claude Code
3 60%
Cursor
3 60%
Model Context Protocol
3 60%
Copilot
2 40%
pySpark
2 40%
Rest API
1 20%
gRPC
1 20%
Adobe After Effects
1 20%
What AI and ML technologies does M-League use?
Claude is named in 60% of job postings at M-League, followed by LLM (60%), Gemini (40%).
Which engineering practices does M-League ask for?
ETL/ELT is named in 40% of job postings at M-League, followed by A/B Testing (20%), AI Agents (20%), Function Calling (20%).
AI Agents
1 20%
Function Calling
1 20%
What does each M-League team work with?
The technologies each team's postings require most often, with the number of postings that require them.
Data Science
3 postingsHow does your stack fit M-League?
How modern is the M-League stack?
M-League scores 90 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: 0.
How common is the M-League stack in its industry?
Share of the 328 companies in the same industries, whose stack Alion knows, that use each technology.
Companies with a stack like M-League
Questions about the M-League tech stack
What programming languages does M-League use?
The languages named in M-League job postings are Python (80%), SQL (60%), Go (20%), JavaScript (20%), Java (20%), as a share of the 5 postings of the last 12 months.
Does M-League use Spark?
Yes. Spark is named in 4 of 5 job postings (80%) and required in 3 of them.
What cloud and platforms does M-League use?
The cloud and platforms named in M-League job postings are Spark (4), Apache Kafka (3), GCP (3) (postings in brackets).
What skills do you need for a Data Science job at M-League?
Data Science postings at M-League most often require Python (3), SQL (3), Spark (3), Apache Kafka (2), out of 3 postings in the last 12 months.
Is the M-League tech stack changing?
No new technology has appeared in M-League job postings in the last six months.
How modern is the M-League tech stack?
M-League scores 90 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: 0.
How does Alion know the M-League tech stack?
Alion reads every job posting M-League publishes and tags the technologies each one names. The figures on this page count the 5 postings of the last 12 months and were updated on Oct 12, 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, "M-League tech stack: 50 technologies from 5 job postings", as of Oct 12, 2026. https://alion.io/company/m-league/technologies