Twelve Labs tech stack
Twelve Labs builds mostly with Python, Go, TypeScript, SQL. Its stack also includes Databricks, Snowflake, Kubernetes, PyTorch. Databricks is named in 33 of the 34 job postings Twelve Labs published in the last 12 months (97%). Counted by Alion from the job postings of Twelve Labs, updated Sep 26, 2026.
What programming languages does Twelve Labs use?
Python is named in 50% of job postings at Twelve Labs, followed by Go (12%), TypeScript (9%), SQL (6%).
What frameworks and libraries does Twelve Labs use?
PyTorch is named in 21% of job postings at Twelve Labs, followed by OpenTelemetry (9%), Triton (9%), SGLang (6%).
PyTorch
7 21%
OpenTelemetry
3 9%
SGLang
2 6%
TensorRT-LLM
2 6%
FFmpeg
2 6%
Bootstrap
1 3%
Show all (9)
What databases does Twelve Labs use?
Snowflake is named in 97% of job postings at Twelve Labs, followed by PostgreSQL (6%), Amazon Aurora (6%), ElasticSearch (3%).
Snowflake
33 97%
PostgreSQL
2 6%
Amazon Aurora
2 6%
ElasticSearch
1 3%
OpenSearch
1 3%
Cassandra
1 3%
FoundationDB
1 3%
What cloud and platforms does Twelve Labs use?
Databricks is named in 97% of job postings at Twelve Labs, followed by Kubernetes (26%), AWS (24%), Azure (18%).
Databricks
33 97%
Kubernetes
9 26%
AWS
8 24%
Azure
6 18%
GCP
6 18%
vLLM
4 12%
Grafana
3 9%
Show all (19)
What developer tools does Twelve Labs use?
Terraform is named in 15% of job postings at Twelve Labs, followed by Ansible (9%), Model Context Protocol (9%), Loki (9%).
Show all (17)
What AI and ML technologies does Twelve Labs use?
LLM is named in 68% of job postings at Twelve Labs, followed by Claude (26%), Gemini (24%), VLM (9%).
Which engineering practices does Twelve Labs ask for?
Multimodal AI is named in 74% of job postings at Twelve Labs, followed by AI Agents (41%), Edge AI (35%), Machine Learning (32%).
Multimodal AI
25 74%
AI Agents
14 41%
Embeddings
9 26%
CI/CD
5 15%
Show all (30)
What does each Twelve Labs team work with?
The technologies each team's postings require most often, with the number of postings that require them.
AI/ML
15 postingsLeadership
5 postingsDevOps
3 postingsHow does your stack fit Twelve Labs?
How is the Twelve Labs 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 Twelve Labs stack?
Twelve Labs scores 79 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: 5; legacy ones: 0.
How common is the Twelve Labs stack in its industry?
Share of the 360 companies in the same industries, whose stack Alion knows, that use each technology.
Companies with a stack like Twelve Labs
Questions about the Twelve Labs tech stack
What programming languages does Twelve Labs use?
The languages named in Twelve Labs job postings are Python (50%), Go (12%), TypeScript (9%), SQL (6%), JavaScript (6%), as a share of the 34 postings of the last 12 months.
Does Twelve Labs use PyTorch?
Yes. PyTorch is named in 7 of 34 job postings (21%) and required in 7 of them.
What cloud and platforms does Twelve Labs use?
The cloud and platforms named in Twelve Labs job postings are Databricks (33), Kubernetes (9), AWS (8) (postings in brackets).
What skills do you need for a AI/ML job at Twelve Labs?
AI/ML postings at Twelve Labs most often require LLM (11), Databricks (9), Python (9), Snowflake (9), out of 15 postings in the last 12 months.
Is the Twelve Labs tech stack changing?
Yes. KServe, PostgreSQL, ArgoCD, AWS Step Functions first appeared in Twelve Labs job postings in the last six months.
How modern is the Twelve Labs tech stack?
Twelve Labs scores 79 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: 5; legacy ones: 0.
How does Alion know the Twelve Labs tech stack?
Alion reads every job posting Twelve Labs publishes and tags the technologies each one names. The figures on this page count the 34 postings of the last 12 months and were updated on Sep 26, 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, "Twelve Labs tech stack: 94 technologies from 34 job postings", as of Sep 26, 2026. https://alion.io/company/twelvelabs/technologies