Punch Cyber tech stack
Punch Cyber builds mostly with Python, SQL. Its stack also includes Active Directory, DLP, ElasticSearch, NumPy. Python is named in 2 of the 3 job postings Punch Cyber published in the last 12 months (67%). Counted by Alion from the job postings of Punch Cyber, updated Oct 13, 2026.
What programming languages does Punch Cyber use?
Python is named in 67% of job postings at Punch Cyber, followed by SQL (33%).
What frameworks and libraries does Punch Cyber use?
NumPy is named in 33% of job postings at Punch Cyber, followed by SciPy (33%), Scikit-learn (33%).
What databases does Punch Cyber use?
ElasticSearch is named in 33% of job postings at Punch Cyber.
ElasticSearch
1 33%
What cloud and platforms does Punch Cyber use?
Active Directory is named in 33% of job postings at Punch Cyber, followed by DLP (33%), LDAP (33%), SIEM (33%).
What developer tools does Punch Cyber use?
FortiGate is named in 33% of job postings at Punch Cyber, followed by Zeek (33%).
What AI and ML technologies does Punch Cyber use?
LLM is named in 33% of job postings at Punch Cyber.
LLM
1 33%
Which engineering practices does Punch Cyber ask for?
DNS is named in 33% of job postings at Punch Cyber, followed by Embeddings (33%), LLM Evaluation (33%), Machine Learning (33%).
Embeddings
1 33%
Time Series Forecasting
1 33%
How does your stack fit Punch Cyber?
How is the Punch Cyber 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 Punch Cyber stack?
Punch Cyber scores 74 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 common is the Punch Cyber stack in its industry?
Share of the 1,060 companies in the same industries, whose stack Alion knows, that use each technology.
Companies with a stack like Punch Cyber
Questions about the Punch Cyber tech stack
What programming languages does Punch Cyber use?
The languages named in Punch Cyber job postings are Python (67%), SQL (33%), as a share of the 3 postings of the last 12 months.
What cloud and platforms does Punch Cyber use?
The cloud and platforms named in Punch Cyber job postings are Active Directory (1), DLP (1), LDAP (1) (postings in brackets).
Is the Punch Cyber tech stack changing?
Yes. Python first appeared in Punch Cyber job postings in the last six months.
How modern is the Punch Cyber tech stack?
Punch Cyber scores 74 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 Punch Cyber tech stack?
Alion reads every job posting Punch Cyber publishes and tags the technologies each one names. The figures on this page count the 3 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, "Punch Cyber tech stack: 20 technologies from 3 job postings", as of Oct 13, 2026. https://alion.io/company/punchcyber/technologies