Sfors tech stack
Sfors builds mostly with Python, SQL, LookML. Its stack also includes Azure, Vertex AI, BigQuery, Google BigQuery. Python is named in 2 of the 7 job postings Sfors published in the last 12 months (29%). Counted by Alion from the job postings of Sfors, updated Oct 11, 2026.
What programming languages does Sfors use?
Python is named in 29% of job postings at Sfors, followed by SQL (29%), LookML (14%).
What frameworks and libraries does Sfors use?
PyTorch is named in 14% of job postings at Sfors, followed by TensorFlow (14%), Hypothesis (14%).
What databases does Sfors use?
BigQuery is named in 29% of job postings at Sfors, followed by Google BigQuery (29%).
BigQuery
2 29%
Google BigQuery
2 29%
What cloud and platforms does Sfors use?
Azure is named in 29% of job postings at Sfors, followed by Vertex AI (29%), Anthropic (14%), GCP (14%).
Azure
2 29%
Vertex AI
2 29%
GCP
1 14%
Grafana
1 14%
Kubernetes
1 14%
MLFlow
1 14%
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What developer tools does Sfors use?
Microsoft Excel is named in 43% of job postings at Sfors, followed by Ansible (14%), Docker (14%), FortiGate (14%).
What AI and ML technologies does Sfors use?
Gemini is named in 14% of job postings at Sfors, followed by LLM (14%).
Which engineering practices does Sfors ask for?
Machine Learning is named in 29% of job postings at Sfors, followed by Agentic Workflows (14%), CI/CD (14%), DNS (14%).
CI/CD
1 14%
Incident Management
1 14%
Prompt Engineering
1 14%
RAG
1 14%
SLI/SLO/SLA
1 14%
Show all (12)
How does your stack fit Sfors?
How is the Sfors 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 Sfors stack?
Sfors scores 81 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: 2; legacy ones: 0.
How common is the Sfors stack in its industry?
Share of the 219 companies in the same industries, whose stack Alion knows, that use each technology.
Companies with a stack like Sfors
Questions about the Sfors tech stack
What programming languages does Sfors use?
The languages named in Sfors job postings are Python (29%), SQL (29%), LookML (14%), as a share of the 7 postings of the last 12 months.
Does Sfors use Azure?
Yes. Azure is named in 2 of 7 job postings (29%) and required in 1 of them.
What cloud and platforms does Sfors use?
The cloud and platforms named in Sfors job postings are Azure (2), Vertex AI (2), Anthropic (1) (postings in brackets).
Is the Sfors tech stack changing?
Yes. Microsoft Excel first appeared in Sfors job postings in the last six months.
How modern is the Sfors tech stack?
Sfors scores 81 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: 2; legacy ones: 0.
How does Alion know the Sfors tech stack?
Alion reads every job posting Sfors 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 11, 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, "Sfors tech stack: 42 technologies from 7 job postings", as of Oct 11, 2026. https://alion.io/company/sfors/technologies