Netlight tech stack
Netlight builds mostly with Python, SQL. Its stack also includes AWS, Azure, Amazon Redshift, BigQuery. AWS is named in 3 of the 4 job postings Netlight published in the last 12 months (75%). Counted by Alion from the job postings of Netlight, updated Oct 16, 2026.
What programming languages does Netlight use?
Python is named in 25% of job postings at Netlight, followed by SQL (25%).
What databases does Netlight use?
Amazon Redshift is named in 25% of job postings at Netlight, followed by BigQuery (25%), Google BigQuery (25%), Snowflake (25%).
BigQuery 
What cloud and platforms does Netlight use?
AWS is named in 75% of job postings at Netlight, followed by Azure (75%), GCP (75%), Databricks (50%).
AWS
3 75%
Azure
3 75%
GCP
3 75%
Databricks
2 50%
Microsoft Fabric
1 25%
Spark
1 25%
GitLab
1 25%
GitLab CI
1 25%
Show all (9)
What developer tools does Netlight use?
CloudFormation is named in 25% of job postings at Netlight, followed by Pulumi (25%), Terraform (25%), dbt (25%).
What AI and ML technologies does Netlight use?
LLM is named in 50% of job postings at Netlight.
LLM
2 50%
Which engineering practices does Netlight ask for?
CI/CD is named in 50% of job postings at Netlight, followed by AI Agents (25%), IAM (25%), Platform Engineering (25%).
CI/CD
2 50%
AI Agents
1 25%
Platform Engineering
1 25%
FinOps
1 25%
How does your stack fit Netlight?
How is the Netlight 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 Netlight stack?
Netlight scores 77 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 Netlight stack in its industry?
Share of the 8,070 companies in the same industries, whose stack Alion knows, that use each technology.
Companies with a stack like Netlight
Questions about the Netlight tech stack
What programming languages does Netlight use?
The languages named in Netlight job postings are Python (25%), SQL (25%), as a share of the 4 postings of the last 12 months.
Does Netlight use AWS?
Yes. AWS is named in 3 of 4 job postings (75%) and required in 3 of them.
What cloud and platforms does Netlight use?
The cloud and platforms named in Netlight job postings are AWS (3), Azure (3), GCP (3) (postings in brackets).
Is the Netlight tech stack changing?
Yes. CI/CD first appeared in Netlight job postings in the last six months.
How modern is the Netlight tech stack?
Netlight scores 77 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 Netlight tech stack?
Alion reads every job posting Netlight publishes and tags the technologies each one names. The figures on this page count the 4 postings of the last 12 months and were updated on Oct 16, 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, "Netlight tech stack: 29 technologies from 4 job postings", as of Oct 16, 2026. https://alion.io/company/netlight/technologies