Twelve Labs tech stack
Twelve Labs builds mostly with Python, JavaScript, Go, TypeScript. Its stack also includes Databricks, Snowflake, AWS, PyTorch. Databricks is named in 43 of the 44 job postings Twelve Labs published in the last 12 months (98%). Counted by Alion from the job postings of Twelve Labs, updated Nov 13, 2026.
What programming languages does Twelve Labs use?
Python is named in 48% of job postings at Twelve Labs, followed by JavaScript (14%), Go (11%), TypeScript (9%).
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What frameworks and libraries does Twelve Labs use?
PyTorch is named in 16% of job postings at Twelve Labs, followed by OpenTelemetry (7%), FFmpeg (7%), Triton (7%).
PyTorch
7 16%
OpenTelemetry
3 7%
FFmpeg
3 7%
SGLang
2 5%
TensorRT-LLM
2 5%
Bootstrap
1 2%
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What databases does Twelve Labs use?
Snowflake is named in 98% of job postings at Twelve Labs, followed by PostgreSQL (5%), Amazon Aurora (5%), ElasticSearch (2%).
Snowflake
43 98%
PostgreSQL
2 5%
Amazon Aurora
2 5%
ElasticSearch
1 2%
OpenSearch
1 2%
Cassandra
1 2%
FoundationDB
1 2%
What cloud and platforms does Twelve Labs use?
Databricks is named in 98% of job postings at Twelve Labs, followed by AWS (32%), Kubernetes (25%), Azure (23%).
Databricks
43 98%
AWS
14 32%
Kubernetes
11 25%
Azure
10 23%
GCP
10 23%
vLLM
4 9%
Grafana
4 9%
AWS Bedrock
2 5%
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What developer tools does Twelve Labs use?
Terraform is named in 14% of job postings at Twelve Labs, followed by Ansible (9%), Model Context Protocol (9%), Rest API (9%).
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What AI and ML technologies does Twelve Labs use?
LLM is named in 59% of job postings at Twelve Labs, followed by Claude (23%), Gemini (18%), VLM (7%).
Which engineering practices does Twelve Labs ask for?
Multimodal AI is named in 73% of job postings at Twelve Labs, followed by AI Agents (30%), Machine Learning (27%), Embeddings (23%).
Multimodal AI
32 73%
AI Agents
13 30%
Embeddings
10 23%
CI/CD
8 18%
Computer Vision
6 14%
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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
4 postingsSolutions
3 postingsProduct
3 postingsHow does your stack fit Twelve Labs?
How much does Twelve Labs pay by technology?
Median stated pay of the postings that name each technology, against the median of all Twelve Labs postings with stated pay: $240k across 16 postings.
| Technology | Postings with pay | Median | vs company median |
|---|---|---|---|
| Databricks | 16 | $240k | 0% |
| Snowflake | 16 | $240k | 0% |
| AWS | 7 | $240k | 0% |
| Python | 6 | $250k | +4% |
| Azure | 5 | $240k | 0% |
| GCP | 5 | $240k | 0% |
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 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: 6; legacy ones: 0.
How common is the Twelve Labs stack in its industry?
Share of the 489 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 (48%), JavaScript (14%), Go (11%), TypeScript (9%), C (7%), as a share of the 44 postings of the last 12 months.
Does Twelve Labs use PyTorch?
Yes. PyTorch is named in 7 of 44 job postings (16%) 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 (43), AWS (14), Kubernetes (11) (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. Rest API, AWS Bedrock, CMMC, C first appeared in Twelve Labs job postings in the last six months.
How modern is the Twelve Labs tech stack?
Twelve Labs 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: 6; 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 44 postings of the last 12 months and were updated on Nov 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, "Twelve Labs tech stack: 106 technologies from 44 job postings", as of Nov 13, 2026. https://alion.io/company/twelvelabs/technologies