4M Analytics tech stack
4M Analytics builds mostly with Python, SQL. Its stack also includes AWS, Kubernetes, PyTorch, PostgreSQL. Python is named in 5 of the 9 job postings 4M Analytics published in the last 12 months (56%). Counted by Alion from the job postings of 4M Analytics, updated Oct 14, 2026.
What programming languages does 4M Analytics use?
Python is named in 56% of job postings at 4M Analytics, followed by SQL (11%).
What frameworks and libraries does 4M Analytics use?
PyTorch is named in 22% of job postings at 4M Analytics, followed by Hadoop (11%).
What databases does 4M Analytics use?
PostgreSQL is named in 11% of job postings at 4M Analytics.
PostgreSQL
1 11%
What cloud and platforms does 4M Analytics use?
AWS is named in 56% of job postings at 4M Analytics, followed by Kubernetes (22%), Amazon EC2 (22%), Amazon S3 (22%).
AWS
5 56%
Kubernetes
2 22%
Amazon EC2
2 22%
Amazon EKS
1 11%
Apache Kafka
1 11%
Azure
1 11%
Show all (12)
What developer tools does 4M Analytics use?
ArgoCD is named in 22% of job postings at 4M Analytics, followed by Claude Code (11%), Crossplane (11%), Cursor (11%).
ArgoCD
2 22%
Claude Code
1 11%
Crossplane
1 11%
Cursor
1 11%
Docker
1 11%
Karpenter
1 11%
Loki
1 11%
Mimir
1 11%
Show all (12)
What AI and ML technologies does 4M Analytics use?
Claude is named in 22% of job postings at 4M Analytics.
Claude
2 22%
Which engineering practices does 4M Analytics ask for?
AI Agents is named in 44% of job postings at 4M Analytics, followed by CI/CD (22%), Computer Vision (22%), ETL/ELT (22%).
AI Agents
4 44%
CI/CD
2 22%
Computer Vision
2 22%
GNN
2 22%
GitOps
1 11%
Self-Healing
1 11%
Show all (9)
How does your stack fit 4M Analytics?
How modern is the 4M Analytics stack?
4M Analytics scores 73 out of 100 (Modern). 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.
Companies with a stack like 4M Analytics
Questions about the 4M Analytics tech stack
What programming languages does 4M Analytics use?
The languages named in 4M Analytics job postings are Python (56%), SQL (11%), as a share of the 9 postings of the last 12 months.
Does 4M Analytics use PyTorch?
Yes. PyTorch is named in 2 of 9 job postings (22%) and required in 2 of them.
What cloud and platforms does 4M Analytics use?
The cloud and platforms named in 4M Analytics job postings are AWS (5), Kubernetes (2), Amazon EC2 (2) (postings in brackets).
Is the 4M Analytics tech stack changing?
No new technology has appeared in 4M Analytics job postings in the last six months.
How modern is the 4M Analytics tech stack?
4M Analytics scores 73 out of 100 (Modern). 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 4M Analytics tech stack?
Alion reads every job posting 4M Analytics publishes and tags the technologies each one names. The figures on this page count the 9 postings of the last 12 months and were updated on Oct 14, 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, "4M Analytics tech stack: 39 technologies from 9 job postings", as of Oct 14, 2026. https://alion.io/company/4manalytics/technologies